AI companies pay experts to check, correct, and improve what their models produce — remote, contract, and fitted around whatever you already do. Doctors, scientists, lawyers, engineers, accountants, writers, and dozens of other professionals are doing this work now, at $60–$250 an hour depending on the field and the role.
You don’t need to code. You need to know your subject well enough to tell the model when it’s wrong and why. Browse every live role below, filter to your field, or read on for what the work actually involves.
Applied Clinical Judgement is a referral service run by Sean Key — a Digital Health Senior Programme Manager with 29 years across the NHS and private sector. We help you find these roles and apply with guidance from a named person. We’re not the employer; you contract directly with the platform.
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Filter by profession, task, software, pay, hours, or country. Every role here is live and updated daily. Click a role to see the detail and apply — your application is tagged to Sean, so the platform knows you came referred.
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Luxury Automotive Strategy Expert
$300.0–$350.0 per hour. Mercor seeks a senior strategy expert with 10+ years in luxury automotive (Ferrari, Porsche, Bentley, etc.) to review strategic materials and provide C-suite-level critique. You will assess market insights and recommendations for credibility and gaps, identifying logical flaws and misalignments with how luxury automakers operate. Deliver structured written feedback on strengths, risks, and improvements.
MLOps Engineer, LLM Performance (Kernels, Profiling, Serving)
$90.0-$120.0 / hourly. A fully remote MLOps engineering role with a leading AI lab, focusing on large language model infrastructure. You'll design technical tasks covering kernel optimisation, performance profiling, distributed debugging and inference serving, then evaluate solutions and provide expert feedback. Requires 2+ years in ML systems, production experience with JAX or PyTorch, and hands-on work with modern accelerators. This is a 40-hour full-time engagement via Mercor.
Clinical Survey Research & Methodology Expert (Physician / PhD)
$200.0 per hour. Mercor seeks physicians or PhDs with clinical expertise and healthcare market research experience to design and refine surveys for healthcare professionals. You will evaluate physician-facing questionnaires for clinical accuracy, methodological rigour, and real-world relevance across therapeutic areas. The role suits clinicians experienced in survey development and pharmaceutical or healthcare research settings, offering ongoing collaboration on multiple projects.
Infrastructure / Site Reliability Engineer (SRE)
$200.0 hourly. Mercor seeks experienced Infrastructure and Site Reliability Engineers for a full-time role building and operating enterprise-grade production systems. You'll manage Kubernetes environments, design AWS infrastructure, implement observability via Datadog, investigate incidents, and develop automation tooling. Requires hands-on production experience with Kubernetes, AWS, Infrastructure as Code, and proficiency in Python, Go, or Bash. Ideal candidates have supported high-traffic applications and demonstrated improvements to reliability and operational efficiency.
Economics Research Expert
$150.0-$200.0 per hour. Mercor seeks economics research experts with a PhD and at least two years' experience at leading institutions such as the World Bank, IMF, or Federal Reserve. The role involves contributing to research for a foundational model AI lab. Minimum ten hours weekly commitment for a four-week initial engagement, with potential for future projects.
CBRN Specialist
$100 / hr. Remote contractor role reviewing and creating AI-generated content on chemical, biological, radiological, and nuclear safety. You will evaluate technical accuracy, identify unsafe or operationally enabling outputs, flag hazard misclassifications and misleading risk statements, and develop safe reference material. Requires a bachelor's degree in chemistry, biology, public health, toxicology, nuclear engineering, or related field, plus three years' professional experience in CBRN safety, emergency management, or biosecurity. Strong English proficiency (C1) essential. Prior AI safety or technical QA experience preferred. Work with SME Careers.
Note: SME Careers asks you to create a free account before it shows the role.
Chemical Safety Expert for AI Model Safety Audit
$100 / hr. SME Careers seeks chemical safety professionals to evaluate AI model responses to chemistry-related queries. Work involves classifying requests by risk level, assessing model answers for accuracy and hazard appropriateness, and providing corrective guidance. Suited to chemists, toxicologists, industrial hygienists and safety regulators with 3+ years' experience. Tasks centre on distinguishing legitimate technical content from potentially unsafe guidance.
Note: SME Careers asks you to create a free account before it shows the role.
Explosives & Energetic Materials Expert for AI Safety Audit
$100/hr. SME Careers seeks explosives and energetic materials professionals to evaluate how AI models handle sensitive technical queries. Work involves classifying requests, assessing model safety responses, ranking outputs and drafting improved answers. Suited to mining engineers, EOD technicians, chemists and safety specialists with relevant degree and 3+ years hands-on experience. Remote role covering realistic professional scenarios.
Note: SME Careers asks you to create a free account before it shows the role.
Finance Expert
$60.0-$180.0 / hourly. Mercor matches finance and accounting professionals to AI training and evaluation projects. Work includes writing financial problem sets with reference answers, grading model outputs against accounting standards and disclosure requirements, and identifying gaps between clean-looking work and audit-ready analysis. Suits professionals with domain expertise willing to assess ambiguous tasks and explain their reasoning clearly.
Medical Expert
$60.0-$180.0 / hourly. Mercor matches healthcare professionals across medicine, nursing, pharmacy, dentistry, psychology, and allied fields to evaluate and grade AI model outputs on clinical reasoning. Work involves writing cases from practice, assessing differential diagnoses and treatment plans, and flagging real-world constraints that textbook recommendations may miss. Requires a clinical credential, strong written communication, and comfort with ambiguous tasks.
Legal Expert
$60.0-$150.0 / hourly. Mercor matches legal professionals to AI training and evaluation projects. You will write legal problems from your own experience, grade model-generated legal work for accuracy and soundness, and flag gaps in model reasoning. Suitable for practising attorneys, compliance specialists, paralegals, and policy professionals with experience in litigation, corporate law, intellectual property, regulatory affairs, or criminal justice.
Legal Expert (J.D./LL.B.)
$100.0-$150.0 per hour. Mercor connects qualified lawyers with AI training and evaluation projects for frontier research teams. Work involves drafting legal documents, grading model-generated contract and discovery work, and assessing legal reasoning. Requires a J.D., LL.B., or LL.M. with current practice license and recent professional experience in litigation, transactional work, or regulatory practice. Strong written communication and comfort with ambiguous tasks essential.
Medical Expert (M.D./D.O.)
$115.0–$150.0 per hour. Mercor matches physicians with AI training projects evaluating clinical judgment. Work involves writing clinical vignettes, grading model diagnostic reasoning, and flagging clinically problematic recommendations. Requires M.D. or D.O. with board certification, active licence, current or recent clinical practice, and strong written communication. Final-year residents and fellows eligible.
Software Engineering Expert
$70.0–$150.0 per hour. Mercor matches software engineers to AI training and evaluation projects with frontier research teams. Work involves writing engineering problems with reference solutions, grading model-generated code for production readiness, and identifying failure modes across frontend, backend, mobile, DevOps, and systems engineering specialisms. Requires shipped production experience, clear written communication, and comfort with ambiguous tasks.
Asset & Wealth Management Expert
$100.0-$130.0 / hourly. Mercor connects investment management professionals to AI training and evaluation projects. You'll assess model-generated investment cases, portfolio allocations, and strategy recommendations against real-world constraints and mandates. Work suits portfolio managers, buy-side researchers, allocators, and wealth advisors with recent decision-making experience who can articulate investment reasoning clearly and flag where AI recommendations breach client mandates or market realities.
Investment Banking Expert
$100.0–$130.0 per hour. Mercor connects investment banking professionals with AI training and evaluation projects. You'll build financial models, grade AI-generated outputs against banking standards, and document your reasoning for model evaluation rubrics. Suited to former bulge bracket, elite boutique, or buy-side professionals with recent hands-on modelling and deal execution experience.
Biotechnology Expert
$110.0-$125.0 per hour. Mercor matches biotech scientists to AI training and evaluation projects, grading model outputs on process development, assay design, and manufacturability. Work involves writing development case studies, evaluating model proposals against real-world constraints, and explaining scientific reasoning. Suited to professionals with hands-on experience in bioprocess or therapeutic development who communicate clearly.
Legacy Codebase Migration Expert
$200.0-$200.0 per hour. Mercor seeks experienced software engineers with proven expertise in large-scale legacy codebase migrations. You'll evaluate and design complex modernisation tasks spanning language upgrades, framework transitions, database migrations, and infrastructure overhauls. Ideal candidates have 5+ years' experience owning production migrations in mission-critical sectors including financial services, fintech, insurance, healthcare, and telecommunications. Strong understanding of compatibility, testing, staged rollouts, and behavioural equivalence essential.
Cybersecurity Research Expert – Offensive Security & Vulnerability Research
$200.0-$250.0 per hour. Mercor seeks cybersecurity researchers with proven offensive security credentials—CTF team membership, published CVEs, or recognised bug bounty findings—to evaluate AI systems analysing vulnerabilities, exploits, and security reasoning. You will assess technical accuracy of AI-generated analyses, validate root-cause investigations, and contribute to security benchmarking. Ideal for practitioners with strong track records in vulnerability research, exploit development, reverse engineering, or academic security research.
Data Scientist Talent Network
$100.0–$150.0 per hour. Mercor is assembling a talent network of experienced data scientists for potential future evaluations of AI system performance on real-world data science tasks. Work may include designing grading criteria for analyses, ML pipelines and experiments, assessing AI-generated outputs, and writing detailed scoring justifications. Requires 1+ years professional data science experience at leading tech, research or quantitative firms, with strong Python, SQL, statistical and ML expertise.
Management Consultant Talent Network
$100.0-$150.0 per hour. Mercor is assembling a talent network of experienced management consultants for potential upcoming projects with leading AI research organisations. Work will centre on evaluating AI system performance in real-world consulting contexts, including designing grading criteria for deliverables such as market analyses, strategy recommendations and financial models, then assessing outputs against those standards with detailed justifications. Ideal candidates hold 1+ years' experience at top-tier consulting firms like McKinsey, Bain or BCG, with expertise in financial modelling, structured problem-solving and executive-level communication.
Machine Learning Engineer Talent Network
$70.0-$250.0 / hourly. Mercor's talent network connects machine learning engineers with AI research and development projects. Work involves training and evaluating models, creating real-world scenario tasks, and providing domain feedback. Typical commitments range 15–30 hours weekly. Requires professional ML experience, proficiency in Python and frameworks like PyTorch or TensorFlow, MLOps knowledge, and independent remote work capability.
Physician Talent Network
$110.0-$250.0 / hourly. Mercor's Physician Expert Network connects qualified clinicians with AI companies for flexible contract work. Physicians contribute to AI model training and evaluation, create real-world medical scenarios, and provide domain expertise to advance AI research. Work typically involves 15–30 hours weekly, entirely remote. Suits experienced clinicians seeking independent, scheduled project opportunities.
Financial Analyst Talent Network
$60.0-$180.0 / hourly. Mercor's Financial Analyst Expert Network connects experienced professionals with AI companies and labs for contract projects. You'll train and evaluate AI models, create finance-based tasks reflecting real-world scenarios, and provide domain feedback to advance AI research. Work flexibly, typically 15–30 hours weekly, from home. Requires professional background in financial modelling, forecasting, statement analysis, and budgeting.
Lawyer Talent Network
$60.0-$150.0 / hourly. Mercor's Lawyer Talent Network connects qualified legal professionals with AI training projects. You'll contribute to model development through legal research, contract analysis, litigation scenario work, and domain feedback. Projects typically require 15-30 hours weekly, flexible scheduling. Requires professional legal experience and strong independent remote work capability.
Backend Engineer Talent Network
$70.0-$150.0 / hourly. Mercor's Backend Engineer Talent Network connects experienced engineers with AI research projects. You'll train and evaluate models, create real-world engineering tasks, and provide domain feedback. This is rolling contract work for those with proven API development, microservices, database architecture, and distributed systems expertise. Typical projects require 15–30 hours weekly; you work remotely on your own schedule.
DevOps / Platform Engineer Talent Network
$70.0-$150.0 / hourly. Mercor seeks DevOps and platform engineers for its expert network supporting AI labs and companies. Work involves training and evaluating AI models, creating real-world scenario tasks, and providing domain expertise to advance research. Projects typically require 15–30 hours weekly. Candidates need professional experience with CI/CD pipelines, cloud platforms (AWS, GCP, Azure), and containerisation tools (Docker, Kubernetes), plus strong communication and independent working skills.
Frontend Engineer Talent Network
$70.0-$150.0 / hourly. Mercor's Frontend Engineer Expert Network connects experienced frontend developers with AI labs and companies for flexible contract work. Contribute to AI model training and evaluation, create real-world engineering tasks, and provide domain feedback. Projects typically involve 15–30 hours weekly, with expertise in modern JavaScript frameworks, responsive design, and performance optimisation required. Work remotely on your own schedule.
Full-Stack Engineer Talent Network
$70.0-$150.0 / hourly. Mercor's Full-Stack Engineer talent network connects experienced developers with AI research organisations. Work involves training and evaluating AI models, creating engineering tasks based on real-world scenarios, and providing domain feedback. Requires professional experience across frontend (React, Angular, Vue), backend (Node.js, Django, Spring), and databases. Projects typically run 15–30 hours weekly, flexibly scheduled.
Applied Engineer, Evaluations Role
$100.0–$120.0 per hourly. Mercor seeks software engineers to design and validate evaluations for frontier coding models including Claude Code and Codex. You'll analyse pull requests, build task prompts using their evaluation framework, write automated tests and grading criteria, then run and refine evaluations across multiple agents. Suits experienced engineers comfortable learning unfamiliar codebases, writing comprehensive tests, and iterating based on findings.
Attorney and Lawyer
$120 / hr. SME Careers seeks qualified attorneys to review AI-generated legal responses and create expert training content across diverse practice areas. You'll evaluate reasoning quality, identify errors in analysis and rule application, fact-check legal concepts, and produce model answers demonstrating correct legal reasoning. Work involves assessing accuracy, clarity, and risk awareness whilst ensuring AI outputs remain reliable and defensible. Requires JD/LLB, active bar membership, and 5+ years' practice experience. No immediate project available; qualified candidates will be prioritised for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Film & Video Craft Expert (Camera, VFX, Editing & Performance)
$70.0–$100.0 per hour. Mercor is recruiting film, theater and visual effects professionals to evaluate AI-generated videos for a leading AI laboratory. The role involves comparing video pairs, assessing craft elements including cinematography, lighting, performance and continuity, and writing calibrated assessments. Candidates need professional experience in production, animation, camera work or related disciplines, plus strong descriptive abilities. Minimum 20 hours weekly, ongoing work as new models release.
Biochemist
$85 / hr. SME Careers seeks a biochemist to review and create AI training content on molecular biology, enzyme kinetics, protein structure, metabolism, and laboratory methods. You will evaluate AI-generated responses for scientific accuracy, identify flawed reasoning and hallucinated mechanisms, write high-quality reference answers, and rate model outputs. Requires a bachelor's degree in biochemistry or related field, 3+ years' research or laboratory experience, and C1 English proficiency. Remote contractor role across eligible territories.
Note: SME Careers asks you to create a free account before it shows the role.
Materials Scientist
$95 / hr. SME Careers seeks a Materials Scientist to evaluate and create materials science content for AI training. You'll assess AI-generated outputs for scientific accuracy, identify errors in crystal structures, phase diagrams, mechanical properties, and characterization methods, then write high-quality reference answers. The role suits researchers, engineers, or academics with 3+ years' materials science experience and C1 English proficiency, working remotely on a contractor basis.
Note: SME Careers asks you to create a free account before it shows the role.
Nuclear & Radiological Safety Expert for AI Model Audit
$90/hr. SME Careers seeks nuclear engineers, reactor physicists, health physicists, and safeguards specialists to audit AI model responses on sensitive nuclear and radiological topics. You will classify requests as benign, dual-use or adversarial, evaluate model safety, rank responses and draft ideal answers. The work suits professionals with five years' experience in nuclear fields, particularly those with licensing, inspection or red-teaming background.
Note: SME Careers asks you to create a free account before it shows the role.
Engineering Expert
$60.0–$125.0 per hour. Mercor matches qualified engineers to short-notice AI training projects evaluating model outputs on design problems, failure analysis, and technical reasoning. Work involves writing design cases with constraints and reference solutions, grading model-generated analyses, and flagging practical failures. Requires an engineering degree and real-world design or analysis experience.
Mechanical Engineering Expert
$70.0–$125.0 per hour. Mercor connects mechanical engineers to AI training and evaluation projects for frontier model developers. Work involves writing design problems with reference answers, grading model-generated analysis for correctness, and identifying gaps between calculation and real-world performance. Suited to engineers with professional design or analysis experience who can communicate reasoning clearly and handle ambiguous tasks.
Preclinical R&D Expert – In-house Drug Development
$60.0-$100.0 / hourly. Preclinical R&D experts needed to guide drug discovery AI platforms. You'll review real-world pharmaceutical data, annotate scientific outputs, and advise on development decisions across drug modalities. Requires 5+ years hands-on industry experience in discovery, chemistry, engineering, or translational roles, with programmes advanced to lead optimisation or IND-enabling stage. Suits individual contributors through directors. Part-time engagement, roughly 10 hours weekly via Mercor.
Preclinical R&D Expert – ADC & Bispecifics
$60.0-$100.0 / hourly. An AI lab developing physics-based foundation models for drug discovery seeks a preclinical R&D scientist with hands-on ADC and/or bispecific antibody experience. You'll review real-world pharmaceutical data, annotate datasets to improve model performance, and advise on scientific decisions in target selection and development trade-offs. The role suits bench scientists from in-house drug development teams who've advanced programs toward clinical stage, working across discovery, chemistry, protein engineering, or translational functions. Part-time, roughly ten hours weekly on Mercor.
Voice Actor: CX Agent Voice Cloning (Standard French)
$50.0-$100.0 / hourly. Mercor seeks native or native-level French speakers with neutral, accent-free delivery to record voice samples for AI text-to-speech development. The role suits professional voice actors, customer-experience professionals, and newcomers with clear, expressive voices and quality recording equipment. Applicants must consent to voice cloning for the client's internal CX agent. A single ~4-hour session is required, with a possible follow-up session.
SOC Investigation Specialist Talent Network
$70.0–$95.0 per hour. Mercor seeks experienced SOC analysts to evaluate and construct security investigations for AI-driven SOC automation systems. You'll review alerts across SIEM, endpoint, cloud, and identity environments; distinguish true from false positives; perform end-to-end investigations using Splunk; and mentor junior annotators. Requires 3+ years hands-on SOC experience (Tier 2+), fluent English, and deep Splunk expertise including SPL reasoning and log pivoting.
Accountant
$65 / hr. SME Careers seeks accounting experts to review and create AI-training content on a remote contractor basis. You will evaluate AI-generated accounting responses for accuracy and reasoning quality, identify errors in journal entries and reconciliations, develop gold-standard solutions, and test outputs for compliance with GAAP/IFRS. Requires a bachelor's degree in accounting or finance plus five years' professional experience; CPA/ACCA/CMA valued. No current project availability; qualified candidates enter the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
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Software Engineer — Agentic Search Systems
$80.0–$150.0 per task. Mercor seeks software engineers with proven experience shipping production search systems, particularly agentic implementations. The role suits candidates who have owned relevance and retrieval metrics, built agent-based search infrastructure, and scaled systems for real user traffic. A 25-minute conversational interview precedes potential paid follow-up consultation.
Gemini App Experts (Education Domain)
$20 / hour. Turing seeks students and professionals with 18+ months of active Gemini usage for education to research, fact-check and annotate AI-generated responses. The 16-week project involves analysing complex content, identifying errors, and writing explanations to improve AI model training. Minimum 20 hours weekly commitment.
Personal Account Generalist Raters (Android Smartphone Users)
$25 / hour. Turing seeks Android smartphone users to rate AI-generated responses for a 16-week remote project. You'll evaluate how well AI understands personal context using G-Suite and messaging data, providing ratings and feedback on relevance, accuracy, and helpfulness. Requires Google Pixel 8+ with Android 17+, regular Google Messages use, and fluent English. Work 20–40 hours weekly, paid in USD.
Life Sciences Subject Matter Expert – Biology
Turing seeks life sciences subject matter experts with a Ph.D. or postdoctoral experience to design graduate-level biology problems for LifeSciBench. This non-coding role involves creating challenging, scientifically rigorous tasks grounded in realistic research scenarios, requiring expertise in experimental interpretation, data analysis, and precise scientific reasoning. Ideal candidates hold strong disciplinary knowledge in molecular biology, genetics, neuroscience, immunology, or related fields, with demonstrated ability to translate complex concepts into self-contained, objectively defensible questions that assess AI reasoning capabilities.
Digital Imaging Specialist/ Digital Artist
Turing seeks an experienced 2D and 3D artist to edit and create stylised digital assets over an 8–10 week remote project. Work involves image annotation, retouching, texture creation, and compositing, with opportunities for 25–40 hours weekly. Candidates need at least two years' professional experience, a strong portfolio demonstrating stylised work and material exploration, and proficiency with After Effects, 3ds Max, or Cinema 4D. Payment in USD follows portfolio approval and assessment.
GenAI Security Evaluation Engineer
Turing seeks experienced GenAI Security Engineers to develop and evaluate security tasks for AI applications. Contractors will source or build GenAI systems including agents and RAG, create vulnerable and patched versions, document findings with precise code references, trace data flows across components, define authorization contexts, write exploit tests, and demonstrate model paths. Requires 3+ years in application or product security, strong data-flow reasoning, authorization expertise, OWASP LLM Top 10 knowledge, hands-on LLM framework experience, and solid engineering fundamentals. Minimum 20 hours weekly with 4-hour Pacific Time overlap; up to 2 weeks.
Image Editing QA
Turing seeks experienced image QA reviewers to assess AI-generated edits against original images and written prompts. The role demands a sharp eye for photorealism, technical quality and adherence to specifications, plus ability to provide detailed feedback to annotators. Suited to senior photo retouchers, art directors and creative QA specialists with at least one year's experience. Project-based, 12 weeks, flexible remote work with provided training.
Mathematics Expert
Turing seeks a mathematics expert to refine large language models through designing and solving advanced physics problems. You'll create gold-standard solutions across undergraduate to PhD-level curricula, identify model limitations, and collaborate with AI researchers on evaluation benchmarks. Requires a doctorate in mathematics or equivalent technical qualification, strong analytical skills, and the ability to articulate complex reasoning clearly. Contractor role, minimum 4 hours daily with PST overlap, 12-week engagement.
Personal Account Raters (Google Account)
Turing seeks evaluators to rate AI-generated prompts and responses for a 14–16 week remote project improving Gemini's use of personal context. You'll assess relevance, accuracy, and helpfulness using your own Gmail and Google Photos data, providing structured feedback to strengthen next-generation AI systems. Requires active Gmail and Photos accounts with at least one year of history, prior Gemini interactions, and fluent English. Work up to 40 hours weekly, paid in USD.
Computer Science (STEM)
Turing seeks computational life sciences experts with Ph.D.-level research experience and strong Python skills to design complex, multi-step scientific tasks for AI agent evaluation. You will create realistic workflows across bioinformatics, genomics, systems biology, and related fields, requiring agents to navigate data, write code, troubleshoot outputs, and produce validated results. Five-week contractor assignment with 4-hour PST overlap daily. Payment per approved task.
Personal Account Generalists (Samsung – Android Smartphone Users)
$15/hour. Turing seeks Android smartphone users to evaluate AI-generated responses across personal messaging and productivity contexts. Over 16 weeks, reviewers assess how well AI understands user preferences, relationships and routines by rating relevance, accuracy and helpfulness. Samsung Android 16+ users comfortable with English-language content review are eligible. Fully remote, up to 40 hours weekly.
Audio/Voice/Annotation Trainer – Portuguese (Brazil) Language
Turing seeks a Portuguese (Brazil) speaker to participate in multi-speaker group recording sessions for AI model training. You'll engage in natural, unscripted conversations on assigned topics, speaking clearly and responding to others without scripts. The role requires attending full sessions at exact scheduled times in your timezone, with professional recording equipment—external microphone and wired headphones essential. Fully remote; flexible contract basis.
Business Management Consultant
Turing seeks business management consultants to review, evaluate and refine enterprise presentations and prompts for AI clients. The role suits candidates with 3+ years consulting, strategy or finance background who excel at translating complex information into clear, polished slides for executive audiences. Work involves content review, editing and quality assurance across PowerPoint deliverables. Contractor engagement lasting up to 10 weeks, requiring 40 hours weekly with 4-hour PST overlap.
Front End Design Engineer
Turing seeks a front-end design engineer to build hardware-training tasks for AI models. You'll author RTL design problems—from specification through reference solution and grading tests—using commercial EDA tools (Cadence, Synopsys, Vivado) and open-source flows (Yosys, cocotb). Requires 3+ years ASIC/FPGA experience, fluency in Verilog/SystemVerilog, and hands-on synthesis expertise. Remote contractor role, minimum 40 hours weekly with 4-hour PST overlap, 2-month initial term.
PhD Biology Expert / Life Sciences Expert
Turing seeks PhD-qualified biologists and life scientists to design and evaluate frontier AI models alongside a leading research lab. You will create research-grade scientific problems, assess model reasoning and accuracy, build benchmarks, and identify failure modes in AI systems tackling expert-level biology. Suited to those with peer-reviewed research experience who can work independently and explain complex scientific concepts clearly. Contract role, 40 hours weekly with PST overlap required, lasting up to five weeks.
Software Engineer – Code
Turing seeks life sciences experts with doctoral qualifications to author graduate-level scientific reasoning problems for LifeSciBench. You will develop challenging questions grounded in realistic research contexts, interpreting experimental data, biological evidence, and literature to create rigorous assessments with defensible answers. This non-code role suits researchers skilled in experimental interpretation and scientific synthesis. Minimum 40 hours weekly with 4-hour PST overlap; one-month contract.
Audio Video Annotator
Turing seeks meticulous annotators to evaluate audio-video alignment. You'll review short clips (approximately 5 seconds each), compare two options, and select the best match using headphones for stereo audio assessment. Work requires strong attention to detail, English proficiency, and ability to follow annotation guidelines consistently, targeting 30-second handling times per task.
Audio/Voice/Annotation Trainer – French Language
Turing seeks a German voice actor for multi-speaker diarization work on a remote, flexible basis. You will participate in full-session group recordings involving natural, unscripted conversations on assigned topics, speaking clearly and responding actively throughout. The role requires reliable equipment—an external microphone with wired headphones—and a quiet recording environment. Contract extension is possible based on performance.
Computer Science (STEM)
Turing seeks computational life scientists with PhD-level research experience and strong Python skills to design complex, realistic tasks for evaluating AI agent performance in scientific workflows. You will create multi-step computational challenges requiring independent data navigation, code execution, and scientific reasoning validation. Five-week contractor assignment, minimum 40 hours weekly with 4-hour PST overlap. Payment per approved task.
Hardware Design Engineer – KiCad, PCB Design and Verification Expert
Turing seeks a Hardware Design Engineer with 10+ years' experience to lead electronic hardware development from requirements through verification and prototype validation. The role encompasses schematic capture, PCB layout, and testing across digital, high-speed, power, analog, mixed-signal, sensor, communication and RF domains using KiCad. This 13-week contract offers scope for extension and demands expertise in component selection, design rules, manufacturability, and debugging.
Senior Quality Lead
Turing seeks a Senior Quality Lead to oversee complex AI annotation projects as a subject-matter expert. You'll mentor QA Leads, resolve ambiguous cases, conduct calibration sessions, and drive quality improvements through audit analysis. The role requires 4–6 years' experience with 2+ years leading QA teams, plus strong annotation and data-labeling expertise. Project-based, 16 weeks, fully remote, five days per week, 7am–4pm PST.
Commercial Banking Expert
Turing seeks commercial banking professionals with 2+ years' experience to evaluate and train AI models on lending, credit analysis, and treasury topics. You'll create assessment rubrics, analyse model performance on real-world banking tasks, and collaborate with AI researchers to improve system capabilities. No prior AI experience required. Flexible remote work, 10–30 hours weekly, approximately one month duration with possible extension.
Context Elicitation & Conversation Evaluation Specialists
Turing seeks Subject Matter Experts from psychology, social work, counseling, qualitative research, HCI, or advisory backgrounds to evaluate AI conversations. You will assess whether models gathered sufficient context before offering guidance, identify missing clarifications, and distinguish critical from peripheral information. The role suits licensed practitioners or researchers with 3–5 years' direct experience in client-facing assessment, interviewing, or conversation analysis. Applicants must be based in Latin America, Southeastern Europe, Asia, or Africa.
Corporate Banking Expert
Turing seeks corporate banking specialists with 2+ years' experience to evaluate and refine AI language models on banking topics. Work covers syndicated loans, leveraged finance, credit analysis, and transaction services. You'll develop assessment rubrics, collaborate with researchers, and train AI systems—no prior AI background needed. Flexible, remote contract work over approximately one month, 10–30 hours weekly.
Mortgage & Home Lending Expert
Turing seeks mortgage and home lending professionals with at least two years' experience to evaluate and refine AI models on lending topics. You'll assess model performance on underwriting, loan programs, refinancing, and servicing, then build evaluation rubrics covering DTI, LTV, income verification, appraisal review, and regulatory compliance. Work flexibly 10–30 hours weekly for approximately one month, potentially extending based on performance.
Personal / Consumer Lending Expert
Turing seeks consumer lending professionals with 2+ years' experience to evaluate and train AI models on personal loans, auto finance, credit cards, student loans, and BNPL products. You'll create assessment rubrics covering underwriting criteria, credit scoring, loan pricing, and consumer protection regulations including TILA, ECOA, and FCRA. Flexible remote work at 10–30 hours weekly for approximately one month, with possible extension. No prior AI experience required.
Retail / Consumer Banking Expert
Turing seeks retail and consumer banking professionals with 2+ years' experience to evaluate and train AI language models. You'll assess LLM performance on deposit products, payments, overdraft structures, digital banking, and compliance topics. Work involves creating evaluation rubrics, calculating interest and APY, assessing product suitability, and collaborating with AI researchers. Flexible, fully remote role requiring 10–30 hours weekly for approximately one month with potential extension.
Senior DevOps Engineer (Cloud Infrastructure, CI/CD, LLMOps)
Turing is recruiting a Senior DevOps Engineer for a global technology company focused on cloud infrastructure and AI operations. The role requires 6+ years' technology experience and 4+ years designing and optimizing cloud infrastructure with CI/CD pipelines. You will architect highly available, cost-efficient systems supporting AI/ML workloads, lead infrastructure design reviews, mentor engineers, and manage incident response. Expertise in cloud platforms, containerization, LLMOps, and AI infrastructure observability is essential. Bachelor's degree in Computer Science or equivalent required. Full-time contractor position with on-call expectations.
Audio/Voice/Annotation Trainer – German Language
Turing seeks German-speaking voice actors for a multi-speaker diarization project involving natural group conversations on assigned topics. You'll attend live recording sessions, speak clearly, respond to others, and contribute actively without scripts. Remote work with flexible contracts; suitable for those with voice acting experience and proper recording equipment including external microphone and wired headphones.
Audio/Voice/Annotation Trainer – Italian Language
Turing seeks Italian-speaking voice actors for multi-speaker diarization work involving unscripted group conversations. Applicants must attend full sessions at assigned times in their time zone, speaking naturally whilst responding to others on given topics. You'll need external microphone with wired headphones, a quiet recording space, and ability to participate actively without scripts. Contract work with potential extension based on performance.
Audio/Voice/Annotation Trainer – Japanese Language
Turing seeks a Japanese-speaking voice actor for multi-speaker diarization work. You'll participate in live group recording sessions discussing assigned topics, speaking naturally without scripts alongside other participants. Requirements include full session attendance at a set date and time, suitable recording equipment with external microphone and wired headphones, and a noise-free environment. This is flexible contract work with potential extension based on performance.
Audio/Voice/Annotation Trainer – Korean Language
Turing seeks Korean-speaking voice actors for a remote multi-speaker diarization project. You will participate in live group recording sessions discussing assigned topics, speaking naturally without a script alongside other participants. Requires external microphone with wired headphones, a quiet recording environment, and full attendance at scheduled times. Flexible contract work with potential extension based on performance.
Audio/Voice/Annotation Trainer – Russian Language
Turing seeks Russian-speaking voice actors for a multi-speaker diarization project involving unscripted group conversations. You'll attend scheduled recording sessions, speak naturally on assigned topics, and contribute actively alongside other participants. Requires external microphone with wired headphones and a quiet recording space. This is flexible contract work on AI projects with potential for extension.
Video Annotator
Turing seeks video annotators for a shot boundary detection project. You will analyse video clips frame-by-frame to identify shot boundaries, classify transition types (cuts, fades, dissolves, wipes), and group shots into scene buckets with category labels. You need at least one year in video editing, content creation, or production, strong grasp of shot composition and editing techniques, and sharp attention to visual detail. Work is remote with flexible hours.
Agentic Life Science Expert
Turing seeks computational life science experts with PhDs or postdoctoral experience to design realistic, multi-step scientific tasks for AI agent evaluation. You will develop complex workflows requiring independent data navigation, code execution, troubleshooting, and validated outputs across bioinformatics, genomics, systems biology, or related specialisms. Work is contractor-based, five weeks, requiring 40+ hours weekly with PST overlap, paid per approved task.
Commercial / Go-to-Market Specialist
Turing seeks an experienced commercial operations specialist to author and evaluate B2B go-to-market tasks, sales scenarios, and assessment rubrics. The role suits practitioners with 3–12+ years in enterprise SaaS sales, account management, or customer success who can design realistic exercises, score submissions against defined criteria, and calibrate quality across team members. You'll work on discovery simulations, qualification frameworks, and renewal negotiations at Expert Contributor or Senior Specialist level.
Marketing, Media & Content Specialist
Turing seeks a Subject Matter Expert across marketing, media or technical communications to develop benchmarks, evaluate outputs and calibrate quality standards. The 12-week contractor role requires 4–40 hours weekly with PST overlap. Suited to those with 3–15+ years' industry experience in market research, media production or editorial work, plus analytical capabilities in AI evaluation or content review.
Merchandising / Category Managers Specialist
Turing seeks a Merchandising and Category Management subject matter expert to design and evaluate retail scenarios, assortment challenges, and benchmark solutions. You'll author realistic exercises, apply scoring rubrics, and participate in calibration sessions. Suited to those with 3–15 years of hands-on retail, buying, or category experience. Contractor role, minimum 20 hours weekly with PST overlap, 12-week engagement.
Political Scientists / Policy Analysts — Senior Expert
Turing seeks experienced political scientists and policy analysts to design strategic problem sets, policy briefs, and evaluation benchmarks for AI systems. You'll author realistic scenarios, apply rigorous scoring rubrics, and conduct quality calibration across consulting, public policy, or geopolitical domains. This 12-week contractor role requires 3–15+ years in management consulting, think tanks, or government affairs, plus a Master's or PhD in policy, political science, or related fields. Minimum 4 hours daily overlap with PST required.
Senior Accountants & Auditors (APAC/MEA & NA)
Turing seeks experienced finance and accounting subject matter experts to design rigorous evaluation benchmarks and calibrate AI-training tasks across financial modelling, valuation, and audit frameworks. Candidates with 3+ years in investment banking, equity research, private equity, FP&A, Big 4 accounting, or internal audit will design three-statement models, DCF analyses, LBO scenarios, and audit workpapers, then review and score submissions to maintain quality standards. Active CFA, CPA, CA, or CMA credentials strongly preferred. Contractor role, 12 weeks, minimum 20 hours weekly with PST overlap required.
Quality Analyst-Multimodality
Turing seeks analytical minds to evaluate and improve large language models through detailed feedback on reasoning tasks. You'll review model outputs, identify errors, and provide corrected answers with explanations—work that directly shapes AI training. The role suits those with strong research and comprehension skills, ideally with prior QA or content review experience. Self-motivated remote workers with bachelor's degrees in technical or communications disciplines are preferred.
Digital Imaging Specialist/ Digital Artist
Turing seeks a Senior 2D and 3D Artist to edit, annotate, and create digital images and assets for an 8–10 week remote project. Work up to 40 hours weekly (part-time 25–30 hours accepted), paid in USD. You'll perform retouching, compositing, texture recreation, and visual modifications whilst maintaining stylistic consistency. Requires 2+ years professional experience, strong portfolio in stylized work, expertise in After Effects, 3ds Max, Cinema 4D, and proficiency in material replication and non-photorealistic rendering. Assessment and portfolio approval precede onboarding.
Image Annotation QA
Turing seeks an Image Annotation QA specialist to help refine large language models through analytical work and detailed feedback. You'll answer complex reasoning questions, create training scenarios, and validate model responses across logic puzzles and data analysis tasks. The role suits analytical thinkers with strong English skills, 2+ years in QA or data annotation, and professional writing experience. Remote position with flexible hours.
Music Professionals
Turing seeks music professionals with a bachelor's degree and 3+ years' experience in performance, production, or audio engineering. The work involves evaluating AI-generated audio by identifying instruments and instrument families using provided references whilst following annotation guidelines. Candidates need strong ear training, focused attention to repetitive listening, and fluent English. Remote role paid in USD, with potential for ongoing assignments based on performance.
Pod lead – Math (Terminal Bench Science)
Turing seeks an experienced mathematics PhD or equivalent to lead a pod of 5–10 trainers developing terminal-based scientific tasks for Terminal Bench Science. You will review mathematical problems for correctness, numerical stability, and reproducibility; mentor trainers; and ensure tasks demand genuine multi-step reasoning and authentic computational workflows. The role encompasses numerical analysis, scientific computing, optimization, statistics, and mathematical modelling. Contractor position, 40 hours weekly with 4-hour PST overlap.
Pod Lead — Chemistry(Terminal Bench Science)
Turing seeks a Chemistry Ph.D. or postdoctoral researcher to lead a pod creating terminal-based computational chemistry tasks. You will review trainer-produced work for scientific accuracy, reproducibility, safety and grading robustness, covering molecular modelling, spectroscopy, and simulation workflows. The role demands strong Python or compiled-language skills, hands-on computational chemistry experience, and proven mentoring ability. Four-week contractor assignment with 40+ weekly hours, PST timezone overlap required.
Pod Lead — Material Sciences (Terminal Bench Science)
Turing seeks a Materials Science Ph.D. or postdoctoral researcher to lead a pod of approximately 5–10 technical trainers developing terminal-based scientific tasks for AI model training. You will review and validate materials science workflows spanning DFT, molecular dynamics, computational thermodynamics, crystallography, and characterisation data analysis, ensuring technical accuracy and reproducibility. The role requires strong Python or compiled-language programming, Linux proficiency, hands-on simulation expertise, and experience mentoring technical teams. This is a 4-week contractor assignment, 40+ hours weekly with 4-hour PST overlap.
Pod Lead — Physics(Terminal Bench Science)
Turing seeks a Physics Ph.D. or equivalent to lead a pod reviewing terminal-based scientific tasks for Terminal Bench Science. You'll validate physics correctness, reproducibility, and grader reliability across simulation environments, datasets, and reference solutions. The role involves coaching trainers, mentoring small teams, and maintaining documentation. Requires strong Python or compiled-language programming, Linux proficiency, and hands-on computational physics experience. 40+ hours weekly with 4-hour PST overlap; 4-week contractor assignment.
Team Management
Turing seeks Team Management professionals to evaluate and improve advanced large language models. You will create domain-specific prompts, assess AI responses for accuracy and reasoning, identify knowledge gaps and model weaknesses, and provide feedback to enhance system performance. The role suits those with a master's degree, three years of professional or research experience, and expertise in team leadership combined with strong analytical ability and attention to detail.
Life Sciences Subject Matter Expert
Turing seeks Life Sciences Subject Matter Experts to author rigorous scientific-reasoning benchmarks for LifeSciBench. You will design advanced problems grounded in realistic research scenarios, experimental data, and biological evidence, requiring deep domain knowledge in disciplines such as molecular biology, genomics, neuroscience, or immunology. The role demands PhD-level expertise or postdoctoral experience, with demonstrated ability to interpret complex scientific findings and construct questions with objectively defensible answers. No coding required.
Quality Analyst-Multimodality
Turing seeks a Quality Analyst for multimodality work helping fine-tune large language models through analytical problem-solving and feedback provision. You'll analyse content, conduct online research, validate claims, and create training scenarios by answering analytical questions and explaining reasoning to models. The role suits detail-oriented professionals with strong English comprehension, research capability, and professional writing experience, ideally holding a bachelor's degree and 2+ years' quality assurance or data annotation background.
Tooling Engineer
Turing seeks domain experts with a master's degree and three years' professional, research, or teaching experience to evaluate advanced large language models. You will create complex prompts, assess AI-generated responses for accuracy and reasoning, identify model weaknesses, and provide evidence-based feedback. The role suits analytically minded specialists with deep subject-matter knowledge who can design edge cases and stress-test AI systems.
Tooling Engineer
Turing seeks domain experts to evaluate and improve large language models. You will create complex prompts, assess AI-generated responses for accuracy and reasoning, identify knowledge gaps and model weaknesses, and provide evidence-based feedback. Requires a master's degree and three years of professional, research, or teaching experience, plus excellent written English and strong analytical skills. Prior experience with LLMs or prompt engineering is preferred.
Audio Video Annotator
Turing seeks remote annotators to compare short audio and video clips, matching queries to the best corresponding option from two choices. Work involves reviewing approximately five-second segments with consistent attention to detail, using headphones for stereo sound evaluation. English proficiency and strong perceptual accuracy are essential. Typical task completion target is thirty seconds per annotation.
Image Annotation QA
Turing seeks image annotation QA specialists with strong 3D modelling capabilities to create stylized digital assets. Work involves stylised 3D modelling, texturing, lighting, shading, and rendering across low-poly, voxel, and handcrafted styles. Applicants should demonstrate proficiency in Blender, ZBrush, Adobe Creative Suite, or Cinema 4D, with portfolio evidence of stylised 3D work. This is an 8-week remote project offering up to 40 hours weekly, paid in USD.
Pod Lead — Life Sciences & Medicine (Terminal Bench Science)
Turing seeks a life sciences or medicine expert to lead a pod of trainers creating terminal-based scientific tasks for model training. You'll review all outputs for scientific accuracy, reproducibility, data compliance, and grader reliability, whilst coaching trainers and managing quality. Requires a PhD, MD, or postdoctoral experience in a computational life science field, with strong Python or R programming, Linux proficiency, and proven experience in bioinformatics, biostatistics, or clinical analysis. Five-week contractor assignment with 40 hours weekly.
AI Benchmark & Red-Teaming Specialist
Turing seeks an analytical researcher to author and test evidence-based web-research benchmark tasks that expose weaknesses in frontier AI models like Claude Opus 5 Max. You will discover obscure facts, construct precise research tasks, test them against state-of-the-art LLMs, and diagnose failure mechanisms in model reasoning and search strategies. The role requires 1+ years in investigative research, fact-checking, AI benchmarking, or red-teaming, plus intermediate-to-advanced OSINT skills and a bachelor's degree in a relevant engineering domain. Contractor engagement, up to 40 hours weekly with 4-hour PST overlap.
Business Analyst
Turing seeks a Business Analyst outside the US for a 16-week project-based engagement evaluating chatbot responses. You'll analyse business requirements, compare outputs against defined criteria, and document findings. The role involves cross-functional coordination, process mapping, and stakeholder reporting. A bachelor's degree and 2+ years' business analysis experience required. Fully remote; five-day working weeks with flexibility on weekend scheduling.
Mechanical Design & Analysis Domain Lead (CAD/CAE Expert)
Turing seeks a Mechanical Design and Analysis expert with 15+ years' experience in automotive, aerospace, or precision engineering to lead dataset creation for AI model training. You will convert real-world mechanical engineering problems—spanning CAD, CAE simulation, DFM/DFA, and physical testing—into structured evaluation scenarios with rigorous grounding criteria. The role involves designing validation rubrics, diagnosing AI performance, managing QA workflows, and coordinating distributed engineering teams. Eight-week contract at 40 hours weekly.
Pod lead – Mechanical & Aerospace Engineering (Terminal Bench Science)
Turing seeks a Ph.D.-level Mechanical or Aerospace Engineering expert to lead a pod of around 5–10 technical trainers creating terminal-based engineering tasks for AI training. You will review complex simulations spanning FEA, CFD, dynamics, thermal analysis, and astrodynamics, validate engineering correctness and reproducibility, mentor trainers, and maintain quality standards. This is a contractor role requiring 40+ hours weekly with 4-hour PST overlap, initially for 4 weeks.
Coding – Multilingual Expert
Turing seeks multilingual coding experts to evaluate and improve AI-generated programming responses. You will review code for correctness and clarity, write technical explanations, and provide structured feedback across 20 supported languages. The role requires strong proficiency in one listed language, working English, and hands-on coding experience in Python, Java, JavaScript, C++, C#, or similar. A four-week contractor assignment with 40 hours weekly commitment and four-hour PST overlap, compensated on a per-task basis.
Medical Expert – Dermatology
Turing seeks a nutrition or dietetics professional to evaluate and label AI-generated content on dietary habits and nutrition. You'll annotate food data, classify dietary patterns, and verify nutritional information against established references to support responsible AI development in wellness. Eight-week contractor assignment, fully remote. Registered Dietitian credential preferred.
Pod lead – Electrical Engineering & Computer Science (Terminal Bench Science)
Turing seeks a Pod lead to oversee a team of approximately 5–10 technical trainers developing terminal-based scientific and engineering tasks for AI training and evaluation. You'll review complex technical work spanning parallel computing, systems, circuit design, and signal processing; mentor trainers; and ensure tasks meet standards for correctness, reproducibility, and authenticity. A Ph.D. or equivalent advanced experience in Computer Science, Electrical Engineering, or related discipline is required, alongside strong programming expertise and hands-on depth in areas such as HPC, scientific computing, or hardware simulation.
Senior Digital / High-Speed Hardware Design Engineer
Turing seeks a Senior Digital/High-Speed Hardware Design Engineer with 6–12 years' experience to lead electronic hardware development across requirements definition, schematic design, and PCB layout. Expertise in KiCad, multilayer stack-up planning, signal and power integrity, and high-speed interfaces (USB, Ethernet, DDR, PCIe, LVDS, MIPI) is essential. The role spans component selection, BGA routing, design-rule checks, and prototype validation. Eight-week contract at 40 hours weekly, with potential extension.
Senior General Hardware Design Engineer – Analog, Mixed-Signal and RF
Turing seeks a senior hardware engineer with 6–12 years' experience for an 8-week contract role (40 hours/week) developing analog, mixed-signal, and RF circuits. You will handle requirements analysis, circuit design, component selection, schematic capture, PCB layout, and design verification. Mandatory KiCad proficiency required; RF and industrial electronics experience preferred. Contract begins late October.
Senior Power Electronics / Automotive Hardware Design Engineer
Turing seeks a senior power electronics and automotive hardware design engineer with 6–12 years' experience to develop electronic hardware from requirements through validation. The role covers circuit architecture, component selection, schematic and PCB layout design, and design verification for power electronics and automotive applications. Mandatory KiCad proficiency required; automotive, DC-DC converter, or battery systems experience preferred. This is an 8-week contract position starting mid-October.
Project Lead – AI Training
Turing seeks an experienced Project Lead to oversee large-scale multimodal AI annotation projects end-to-end. You'll manage teams, budgets, timelines and client relationships whilst maintaining quality standards under tight deadlines. The role suits seasoned professionals with 7+ years' experience including 4+ years leading teams. Background in annotation, data labelling, RLHF or model evaluation preferred. This 16-week, fully remote, project-based position runs five days weekly, 7am–4pm PST.
Business Analyst : Non US
Turing seeks a Business Analyst outside the US for a 16-week project-based role evaluating and comparing chatbot responses. You'll gather business requirements, analyse workflows, create documentation and process maps, and present insights to stakeholders. The position requires a bachelor's degree and two years' relevant experience, plus strong analytical and communication skills. Work is fully remote with flexible scheduling across five days weekly.
Domain Expert – Python
Turing seeks Master's-qualified Domain Experts with three years' professional or research experience to evaluate and improve large language models. You will design complex domain-specific prompts, assess AI-generated responses for accuracy and reasoning, identify knowledge gaps and logical weaknesses, and provide evidence-based feedback to enhance model performance. Ideal for detail-oriented specialists with expertise in prompt engineering or AI evaluation.
Domain Expert: Biology
Turing seeks a nutrition domain expert to evaluate and refine AI-generated content on diet and healthy eating. You'll annotate food data, classify dietary patterns, and verify nutritional accuracy against authoritative references, working across diverse cuisines and cultural contexts. The eight-week contractor role suits registered dietitians or those with nutrition, dietetics, or food science credentials familiar with dietary assessment tools.
Domain Expert: Biology
Turing seeks a nutrition expert to evaluate and label LLM outputs on dietary content, food intake, and nutritional information. You'll annotate food items, verify accuracy against reference databases, classify dietary patterns, and flag inconsistencies across multilingual datasets. The role suits registered dietitians or food science professionals comfortable with annotation tools and structured data. Eight-week freelance contract, fully remote.
LLM Annotator – Master's Degree
Turing seeks a master's-qualified LLM annotator with at least three years' professional experience to evaluate and improve frontier language models. The role involves creating challenging prompts, assessing AI responses for accuracy and reasoning quality, identifying failures and hallucinations, and documenting findings with evidence-based explanations. Candidates should excel at critical analysis, attention to detail, and written communication. Prior experience with LLMs, prompt engineering, or structured datasets is advantageous. Remote contractor position offering flexible hours.
Quality Analyst (Non – US )
Turing seeks a Quality Analyst to evaluate and compare chatbot responses against defined quality standards. The 16-week project-based role requires identifying inaccuracies, inconsistencies and quality issues across multiple AI systems, then documenting structured assessments. Suited to those with QA, data annotation or content evaluation experience and comfort working with AI tools. Five-day working weeks, fully remote, non-US applicants only.
Quality Analyst – US
Turing seeks a detail-oriented Quality Analyst to evaluate and compare chatbot responses against defined quality standards. The role requires assessing accuracy, relevance, and adherence to guidelines, with structured feedback and clear documentation. Suited to candidates with QA, data annotation, or content evaluation experience. This is a 16-week project-based position working five days weekly, fully remote, excluding US applicants.
Quality Manager
Turing seeks an experienced Quality Manager to lead quality strategy for large-scale AI training data and annotation programmes. You'll define quality standards, build and manage QA teams, develop audit and calibration frameworks, and drive continuous improvement across high-volume operations. The role requires 8+ years' experience including 4+ years managing teams, with proven expertise in quality systems design and scaling. This 16-week project-based engagement runs 7am–4pm PST, five days weekly.
Quality Operations Lead
Turing seeks an experienced Quality Operations Lead to oversee multimodal AI annotation projects on a 16-week, fully remote contract basis. You'll manage QA teams across shifts, implement audits and calibration processes, track performance metrics, and resolve quality issues to meet client deadlines. The role requires 5–7 years' experience with 2–3 years leading QA teams, plus expertise in sampling, auditing, and root-cause analysis. Background in annotation or AI training data preferred. Five-day working weeks, 7am–4pm PST.
Senior Quality Lead
Turing seeks an experienced Senior Quality Lead to oversee complex AI annotation projects. You will mentor QA teams, resolve ambiguous cases, conduct calibrations, and drive quality improvements through audit analysis. The role requires 4–6 years' experience with 2+ years leading QA reviewers. This project-based position runs 16 weeks, five days weekly (7am–4pm PST), and suits those with annotation, data labelling, or multimodal project expertise.
Staffing Supply Coordinator
Turing seeks a Supply Coordinator to manage resource allocation and deployment across 1,800+ AI training contributors. Reporting to the Supply Manager, you'll maintain workforce data, monitor project capacity, coordinate contributor movements, and escalate risks. The role requires three years' experience in operations, workforce management, or resource planning, plus strong spreadsheet and data skills. This 16-week project-based position runs five days weekly (7am–4pm PST), with two consecutive weekdays off.
Business Analyst (Computer Use Agent) – II
Turing seeks a Business Analyst for a Computer-Using Agent evaluation project assessing AI system capabilities. The 16-week hourly role involves reviewing and rating AI responses, conducting online research to verify information, solving logical problems, and providing detailed annotations to improve model performance. Candidates should demonstrate strong analytical skills, excellent English communication, and familiarity with Google Workspace tools. Relevant experience in business analysis, research, technical writing, or journalism is preferred but not essential.
Business Analyst (Computer Use Agent)
Turing seeks a Business Analyst to evaluate Computer-Using Agent systems, assessing how AI understands instructions and completes digital tasks. You'll analyse AI responses, conduct online research to verify claims, solve reasoning and data interpretation problems, and provide detailed ratings and annotations. The role suits analytical thinkers with strong English communication, research capability, and familiarity with Google Workspace tools. This is a 16-week hourly engagement starting mid-October, with extension potential.
Domain Expert – Python
Turing seeks life sciences PhDs or postdoctoral researchers to author graduate-level scientific reasoning problems for LifeSciBench. The role demands deep biological expertise and rigorous problem design based on realistic research scenarios, experimental data, and literature evidence. No programming required. You'll develop defensible answers, interpret complex datasets and figures, and validate scientific claims. Minimum 40 hours weekly with 4-hour PST overlap; one-month contractor engagement.
Life Sciences Subject Matter Expert – Biology
Turing seeks doctoral-level life sciences experts with minimum three years post-PhD research or industry experience to lead expert review of complex biological problems and AI-generated scientific responses. The role involves evaluating accuracy across molecular biology, genetics, immunology, neuroscience, and related disciplines; developing evaluation frameworks; and advising client teams. Candidates should have demonstrated research contributions and strong scientific communication skills.
Pod lead – Chemical Engineering (Terminal Bench Science)
Turing seeks a chemical engineering expert to lead a pod of roughly 5–10 trainers creating terminal-based engineering tasks for AI model development and evaluation. You will oversee task creation covering reaction engineering, thermodynamics, separation processes, and process control; validate technical accuracy, reproducibility, and realistic workflows; mentor trainers; and maintain quality standards. Requires a Ph.D. or postdoctoral experience in chemical engineering, strong Python or similar programming skills, Linux proficiency, and hands-on expertise in process modeling, kinetics, thermodynamics, simulation, or optimisation.
Pod lead – Electrical Engineering & Computer Science (Terminal Bench Science)
Turing seeks a Ph.D.-level Electrical Engineering or Computer Science expert to lead a small pod of technical trainers developing terminal-based scientific and engineering tasks for frontier AI model evaluation. You will review complex technical implementations spanning HPC, distributed systems, circuit design, signal processing, and embedded systems; mentor trainers; validate correctness and reproducibility; and ensure tasks reflect authentic research and engineering workflows. Requires advanced programming proficiency, hands-on expertise in core technical domains, and strong analytical judgment identifying edge cases and technical errors.
Pod lead – Mechanical & Aerospace Engineering (Terminal Bench Science)
Turing seeks a Mechanical or Aerospace Engineering PhD holder to lead a small pod of technical trainers developing terminal-based engineering tasks for AI model training and evaluation. You will oversee approximately 5–10 trainers, review complex engineering simulations (FEA, CFD, thermodynamics, robotics, astrodynamics), ensure technical accuracy and reproducibility, and mentor the team. The role demands strong programming skills, hands-on simulation expertise, and the ability to identify numerical and engineering errors. This is a four-week contractor assignment requiring 40+ hours weekly with four hours daily PST overlap.
Scientific Computing / Research Engineering Expert — Earth Sciences (Terminal Bench Science)
Turing seeks Earth Sciences experts to design terminal-based scientific tasks for frontier AI training. You'll develop realistic computational workflows in climate science, geophysics, oceanography, and environmental modeling, building reproducible datasets and reference solutions. The role requires a Ph.D. or postdoctoral experience in Earth Sciences or related fields, strong programming skills, and hands-on expertise with scientific data processing, numerical modeling, or geospatial analysis. This is a four-week contractor assignment requiring 40 hours weekly with PST overlap.
Video Data Annotation Specialist
Turing seeks experienced video data annotation specialists to create and validate bounding boxes on video footage, ensuring accuracy and consistency against detailed guidelines. The role requires at least three years' annotation experience, with prior video-based work strongly preferred. You'll maintain high standards across large datasets, meet tight deadlines including weekend availability, and communicate issues to the project team. Flexible remote work with competitive pay.
Video Data QA Specialist
Turing seeks Video Data QA Specialists with at least 3 years' data annotation experience for the OpenAI Egocentric project. You will review and validate video annotations against project guidelines, identify errors, and maintain quality standards across large volumes of content. Weekend availability required due to tight deadlines. Remote role with flexible hours and competitive pay; video QA background strongly preferred.
Strategic Project Lead – Software Engineering
Turing seeks an experienced Strategic Project Lead to manage production software-engineering data programs for frontier AI models. You'll oversee end-to-end operations across coding data, RLHF, benchmarks, and evaluations, managing contributor calibration, quality, throughput, and delivery. The role demands strong technical judgment to review code and artifacts, diagnose failures, and lead recovery when programmes slip on timeline or cost. You'll coordinate distributed teams and report to research partners. Three-month contract, 8 hours daily with 4-hour PST overlap required.
Context Elicitation & Conversation Evaluation Specialists – Latam, Southeastern Europe, Asia, Africa
Turing seeks subject matter experts with 3–5 years' direct experience in psychology, social work, counseling, qualitative research, HCI, or related advisory fields. The role involves reviewing AI conversations in interpersonal decision-making scenarios, assessing whether sufficient context was gathered before recommendations, identifying missed clarification opportunities, and providing structured feedback. Candidates must hold relevant graduate qualifications and professional credentials (MSW, LCSW, MA/MS with counseling licence, or PhD/PsyD in psychology). Based in Latin America, Southeastern Europe, Asia, or Africa. This is a three-week pay-per-task project.
C/C++ Developer – AI Training & Code Evaluation
Turing seeks experienced C/C++ developers to evaluate and curate code datasets for large language model training. You'll assess AI-generated software across multiple languages, design verification mechanisms, and collaborate with researchers to build production-grade AI training pipelines. Requires three years' software engineering experience and strong full-stack capabilities. Flexible contractor role, 10–40 hours weekly, minimum one month.
Java Developer – AI Training & Code Evaluation
Turing seeks a Java-focused software engineer with 3+ years' experience to evaluate and curate code datasets for AI model training. You'll assess AI-generated solutions across multiple languages, design verification mechanisms, and collaborate on enterprise-grade coding systems. Flexible contractor role (10–40 hours weekly, US, Canada or Western Europe only).
Rust Developer – AI Training & Code Evaluation
Turing seeks experienced software engineers to evaluate and refine AI-generated code across multiple languages, with primary focus on Rust. You will curate training datasets, assess code quality and scalability, design verification mechanisms, and collaborate with cross-functional teams to advance large language model capabilities. Flexible contractor role, 10–40 hours weekly, based in the US, Canada, or Western Europe.
Senior Software Engineer – LLM Evaluation (US-based)
Turing seeks experienced software engineers to evaluate and refine code datasets for large language model training. The role involves curating examples across Python, JavaScript, C/C++, Java, Rust and Go; assessing AI-generated code for efficiency and scalability; and designing verification mechanisms. Requires three years' software engineering experience, full-stack competency, and strong communication skills. Flexible contractor engagement, 10–40 hours weekly, US/Canada/Western Europe based.
Accounting Expert
Turing seeks accounting professionals to evaluate and train AI models on financial reporting, audit, tax compliance, and accounting standards. You'll create assessment rubrics, analyse LLM performance on tasks including revenue recognition and GAAP/IFRS compliance, and collaborate with AI researchers. Requires 2+ years' accounting experience and strong grasp of US GAAP or IFRS. Fully remote, flexible work at 10–30 hours weekly, approximately one month duration with possible extension.
Capital Markets Expert
Turing seeks capital markets specialists with 2+ years' experience to evaluate and train AI models on finance topics. Work involves assessing LLM performance on securities pricing, IPO structuring, fixed income analytics and market microstructure. You'll create evaluation rubrics, collaborate with AI researchers, and help shape training methodologies. Fully remote, flexible commitment of 10–30 hours weekly, approximately one month initial duration with possible extension.
Equity Research Analyst
Turing seeks equity research analysts with 2+ years' experience to evaluate and train AI models on financial research tasks. You'll create assessment rubrics for LLM performance across valuation, sector analysis, and earnings modelling, collaborating with AI researchers and finance specialists. No prior AI experience required. Flexible, 10–30 hours weekly, initially one month with potential extension.
Financial Consulting Expert
Turing seeks financial consulting experts with 2+ years' experience to evaluate and improve AI model performance on finance topics. You'll develop assessment rubrics, evaluate large language models on valuation, restructuring and due diligence tasks, and collaborate with AI researchers on training strategies. No AI background required. Flexible remote work, 10–30 hours weekly over approximately one month.
Financial Trading Specialist
Turing seeks experienced trading professionals to evaluate and improve AI models on financial topics. You will assess large language models on execution strategies, market microstructure, and risk management, working alongside AI researchers and finance experts to develop evaluation frameworks and training benchmarks. This role suits those with 2+ years in equities, fixed income, FX, commodities, or derivatives trading. Fully remote and flexible commitment of 10–30 hours weekly, approximately one month duration with potential extension.
Growth Equity Analyst
Growth Equity Analyst role at Turing, evaluating and training AI language models on investment topics including company valuation, unit economics, and deal structuring. Requires 2+ years' growth equity experience and strong grasp of scaling metrics and investment structuring. Flexible remote freelance work, 10–30 hours weekly, approximately one month duration with possible extension. No prior AI experience necessary.
Investment Banking Analyst
Turing seeks investment banking professionals with 2+ years' experience to evaluate and train AI models on M&A, capital raising, and financial modelling tasks. You'll create assessment rubrics, evaluate LLM performance on deal analysis and valuation, and collaborate with AI researchers to shape training methods. Flexible, remote work, 10–30 hours weekly.
Portfolio Management Expert
Turing seeks portfolio management specialists with 2+ years' experience to help train and evaluate AI models on financial decision-making. You'll develop assessment rubrics for tasks including asset allocation, risk-adjusted returns analysis, and performance attribution, collaborating with AI researchers. Strong grasp of modern portfolio theory and investment performance measurement essential. Fully remote, flexible commitment of 10–30 hours weekly for approximately one month.
Private Equity Associate
Turing seeks private equity professionals with 2+ years' experience to evaluate and train AI models on PE topics including LBO structuring, deal screening, and exit analysis. You'll create assessment rubrics for fund modelling and due diligence tasks, collaborating with AI researchers to shape training methods. Strong LBO expertise and English communication essential. Fully remote, flexible 10–30 hours weekly for approximately one month with possible extension.
Quantitative Analyst (Finance)
Turing seeks quantitative finance specialists to evaluate and improve AI model performance on advanced finance topics including stochastic modelling, derivatives pricing, and risk quantification. You'll develop assessment rubrics, collaborate with AI researchers, and shape training methodologies. Requires 2+ years in quant finance roles and strong grasp of stochastic calculus, statistical modelling, and Python, R, or C++. Flexible remote work, 10–30 hours per week, approximately one month with possible extension.
Venture Capital Analyst
Turing seeks venture capital professionals with 2+ years' experience to evaluate and train AI models on VC topics including startup valuation, term sheet analysis, and cap table management. You'll create assessment rubrics, collaborate with AI researchers, and help shape training methods for frontier AI systems. Flexible freelance work, 10–30 hours weekly, fully remote.
Emergency Medicine Physician (MD/DO)
Turing seeks an Emergency Medicine physician (MD/DO) with 3+ years active practice and board certification to evaluate and refine AI responses on acute clinical scenarios. You'll assess diagnostic accuracy, clinical judgment, and evidence-based reasoning across trauma, resuscitation, toxicology, and rapid assessment. The role demands clear articulation of complex medical reasoning and preference for top-tier medical training. Contractor position, 20–40 hours weekly, fully remote.
Endocrinologist
Turing seeks an endocrinologist with 3+ years active practice and board certification to refine large language models for clinical accuracy. You'll design complex endocrine scenarios, evaluate AI-generated medical responses across diabetes, thyroid, adrenal, and metabolic disorders, and provide structured feedback to improve AI reasoning. Fully remote, 20–40 hours weekly, one-month contractor engagement with possible extension.
Gastroenterologist/Hepatologist
Turing seeks a gastroenterologist or hepatologist with active practice experience and board certification to refine large language models for clinical accuracy. You'll design complex medical scenarios, evaluate AI responses across gastroenterology and hepatology subspecialties, and provide expert feedback to improve model reliability. The role suits consultants comfortable articulating medical reasoning clearly. Commitment is 20–40 hours weekly, fully remote, on a contractor basis for one month with possible extension.
Hematologist/Oncologist
Turing seeks an MD hematologist/oncologist with 3+ years active practice and board certification to refine large language models for clinical accuracy. You will design complex diagnostic scenarios, evaluate AI responses across haematology and oncology subspecialties, and provide structured feedback to advance AI reasoning for clinical and educational use. This contractor role requires 20–40 hours weekly with PST overlap, over one month with possible extension.
Pulmonologist/Intensivist
Turing seeks pulmonologists and critical care specialists with active practice experience and board certification to refine AI language models for medical accuracy. You'll design clinical scenarios, evaluate AI-generated responses, and identify knowledge gaps across pulmonary and intensive care domains including ventilator management, ARDS, and sepsis. The role demands strong written and spoken English plus ability to articulate complex medical reasoning clearly. Fully remote, 20–40 hours weekly, one-month initial engagement.
Top GitHub Contributors – Agentic Review Project
Turing seeks experienced technical researchers to design and validate complex benchmark tasks for frontier AI models. You'll create real-world problems targeting specific capability gaps, build Python-based agentic environments with test suites, and analyse model performance to extract reasoning failures. Ideal for those with strong data science, machine learning, coding, or quantitative STEM expertise willing to commit 30+ hours weekly on weekdays.
Senior Software Engineer – LLM Evaluation (US/Canada/WEU based)
Turing seeks an experienced software engineer to evaluate and refine code for LLM training datasets. You'll curate examples, assess AI-generated solutions, and design verification systems across Python, JavaScript, C/C++, Java, Rust, and Go. The role involves 10–40 hours weekly on a flexible contractor basis for one month, with potential extension. Based in the US, Canada, or Western Europe.
Senior Python Developer
Turing seeks a Senior Python Developer to support foundational LLM companies in enhancing model performance. You'll design and maintain Python code for AI training, conduct model evaluations, create supervised fine-tuning datasets, and collaborate on RLHF initiatives. The role requires 3+ years' Python experience, expertise in testing frameworks, multi-threading, and strong debugging skills. Fully remote, minimum 20 hours weekly with 4-hour PST overlap. One-month initial contract.
Offensive Cybersecurity Engineers: Build RL Environments for AI Evaluation
$150/hr. Terac seeks offensive cybersecurity engineers to design and build reinforcement learning environments that evaluate frontier AI models. You'll create and harden security benchmarks for testing AI systems against advanced threats. The role suits penetration testers and security researchers with experience building secure systems or security frameworks. Hands-on knowledge of reinforcement learning or AI evaluation is valued. Work is remote and ongoing.
Senior Software Engineer
$80-$120 / hr. Senior software engineers with expertise in C++, Python, Java, Go, Typescript or Rust will design and build reinforcement learning environments on micro1 that test AI models solving complex DevOps, CI/CD and debugging workflows. You'll create reproducible test scenarios using tools like git, docker and gdb, alongside golden reference solutions. Prior AI experience is not required; strong software fundamentals, debugging skills and communication ability are essential.
International Humanitarian Law Advisor
$80–$150 / hr. micro1 seeks International Humanitarian Law Advisors to develop boundary case scenarios and evaluate AI responses on IHL and human-rights principles. The role involves authoring lawful/unlawful distinctions, validating legal taxonomies, and assessing AI reasoning on civilian protection and proportionality. Roughly 15 hours weekly. Ideal for recognised practitioners, scholars, or advisors with deep IHL expertise; prior AI experience not required.
Healthcare RCM Professionals: Interview on AI Integration Workflows
$350 / hr. Terac is recruiting healthcare revenue cycle management directors, billing managers, and clinical operations leaders for paid interviews exploring AI integration in healthcare workflows. Participants will discuss current processes, AI tool evaluation methods, implementation challenges, and operational hurdles in billing and clinical systems. Candidates should have direct experience evaluating or deploying AI within healthcare settings.
2D Game Developer (Defold)
$70–$130 / hr. Micro1 seeks experienced Defold developers for an AI training project. You will build and modify 2D games using Defold and Lua, document your workflows clearly, and help improve how AI systems understand game development. Strong Defold proficiency, Lua scripting knowledge, and B2 English required. Portfolio, master's degree or PhD, and prior AI training experience preferred.
Godot Game Engine expert
$70–$130 / hr. micro1 seeks experienced Godot specialists for AI training work involving real-world 2D and 3D game development tasks. You will build gameplay mechanics, animations, and UI elements using GDScript, then explain your workflows step by step to support AI system training. The role requires strong hands-on Godot proficiency, programming experience, and B2 English or above.
LibreCAD Expert
$65–$165 / hr. micro1 seeks LibreCAD specialists to create and modify 2D technical drawings, including floor plans and engineering diagrams. You will document your workflows step-by-step to train AI systems in CAD drafting. The role suits professionals with strong hands-on LibreCAD experience, proficiency in technical standards, and the ability to explain complex design processes clearly.
Software Engineer (Open 3D Engine)
$70–$130 / hr. micro1 seeks experienced Open 3D Engine specialists for an AI training initiative. You will build and modify 3D environments, simulations, and scenes using O3DE tools, scripting in Python or C++, and document your workflows clearly. The role suits developers with strong O3DE proficiency, hands-on 3D and rendering experience, and ability to explain technical processes. Screen recording capability and B2-level English required.
Solar2D Game Developer
$70–$130 / hr. micro1 seeks experienced Solar2D developers for an AI training project creating and modifying 2D games. You'll work with Lua scripting, game mechanics, animations, and UI elements, whilst explaining your workflows step by step to improve AI understanding of game development. Requires strong Solar2D hands-on experience, Lua knowledge, debugging skills, screen recording capability, and B2+ English proficiency. Portfolio and prior AI training experience preferred.
Aerospace Engineering Expert
$85-$185 / hr. Aerospace engineering experts with master's or PhD and principal-level industry experience or faculty appointment build challenging technical problems in domains including aerodynamics, propulsion, structures, and orbital mechanics. The work involves designing realistic problems with constraints, providing correct solutions with clear reasoning, and defining objective correctness criteria. You'll also review colleagues' contributions for technical soundness. Flexible commitment via micro1.
Manufacturing & Industrial Engineering Expert
$85-$185 / hr. This remote contractor role on micro1 suits manufacturing and industrial engineering experts at principal level or above, or faculty members, with deep specialism in process design, production systems, quality, automation or operations. You'll construct challenging technical problems with realistic constraints, provide correct solutions with clear reasoning, and define objective criteria for evaluating answers. You'll also review peers' work for soundness.
Materials Science Expert
$85-$185 / hr. Micro1 seeks materials science experts holding a Master's or PhD to design rigorous technical problems in their specialism. You'll construct realistic scenarios with correct solutions, define grading criteria, and review peers' work. Ideal for principal-level researchers, lab scientists, or faculty with deep expertise in metals, ceramics, polymers, or computational materials. Publications and technical leadership are valued.
Principal Engineer / Professor — Technical Expert
$85-$185 / hr. micro1 seeks principal-level engineers, scientists, and faculty to design technical problems that evaluate AI capabilities. You'll build challenging problems from aerospace, semiconductors, manufacturing, or materials science, define correctness criteria, provide solutions with reasoning, and review peers' work. Requires a Master's or PhD plus principal-level experience in industry, national labs, or academia. No AI background needed—your domain expertise is what matters.
Semiconductor Engineering Expert
$85-$185 / hr. Remote contractor role designing and evaluating complex semiconductor problems across device physics, process integration, circuit design, lithography, packaging, and reliability. Requires Master's or PhD in electrical engineering, materials science, or physics, plus principal-level industry experience or faculty appointment. You'll build technically challenging problems with realistic constraints, provide correct solutions with clear reasoning, define objective correctness criteria, and review others' work. Available through micro1.
Industrial Engineers: Equipment Diagnostics and Sensor Data Analysis
$109 / hr. Terac is recruiting industrial engineers, equipment technicians and reliability specialists to evaluate automated diagnostic workflows through remote video consultation. The work involves reviewing sensor data, discussing diagnostic approaches and assessing the accuracy of automated maintenance systems. Suited to professionals with hands-on experience in manufacturing, heavy machinery, energy or related industrial sectors.
Consumer Product Safety Attorney
$140–$400 / hr. micro1 seeks a qualified attorney to support AI training by reviewing product safety regulations, drafting compliance documentation, and evaluating regulatory scenarios across multiple jurisdictions. You'll interpret complex legal frameworks and identify compliance risks to create training materials for AI systems. A JD with substantial experience in federal, state, and international product safety law is essential. No AI background required.
Gaming/Gambling Regulatory Attorney
$140–$400 / hr. Micro1 seeks gaming and gambling regulatory attorneys to support AI training for legal compliance systems. You'll analyse statutes and regulations across jurisdictions, draft explanations of gaming law principles, evaluate compliance documents, and review AI-generated content for accuracy. The role requires a valid JD and substantial experience in gaming, gambling, or betting law, including regulatory frameworks and licensing. Prior consulting experience is advantageous.
Civil Rights Attorney
$140-$400 / hr. micro1 seeks civil rights attorneys with BigLaw experience to analyse statutes, case law, and legal scenarios for AI model training. You'll draft legal analyses, evaluate AI-generated content, and advise on civil rights law intersecting with technology. JD and bar admission required; substantial civil rights practice experience preferred. No AI background necessary.
Family Law Attorney (AAML Registered)
$140–$400 / hr. micro1 seeks AAML-registered family law attorneys to support AI training projects. You'll analyse cases, statutes, and precedents; conduct legal research; draft and annotate family law documents; and identify key legal arguments. Suitable for practitioners with BigLaw experience and expertise in custody, divorce, and prenuptial matters. Remote contractor role; no prior AI experience required.
Gaming & Gambling Attorney
$140–$400 / hr. micro1 seeks qualified gaming and gambling attorneys to train AI systems on legal and regulatory matters in the sector. You'll analyse statutes, draft explanations of legal principles, evaluate compliance across jurisdictions, and review AI-generated content for accuracy. The role requires a valid law licence and substantial experience in gaming or gambling law, including regulatory frameworks and licensing. Prior consulting or technology sector experience is preferred. No AI background necessary.
Investment Funds & Asset Management Attorney
$140–$400 / hr. micro1 seeks qualified investment funds and asset management attorneys to contribute legal expertise to AI training. You will analyse securities documents, draft realistic legal scenarios, review AI-generated content for regulatory accuracy, and research fund structures and compliance protocols. Active bar membership and substantial recent experience in fund formation, securities law, and offering memoranda are essential. Prior AI experience is not required.
Military Law Attorney
$140–$400 / hr. micro1 seeks military law attorneys to evaluate and improve AI training datasets on military justice topics. You will analyse complex scenarios, draft and critique legal materials, assess AI-generated content for accuracy, and contribute to prompt development covering courts-martial, UCMJ, and military procedures. Active law licence and demonstrated military law background required. No AI experience necessary.
Product Safety & Regulatory Compliance Attorney
$140–$400 / hr. micro1 seeks Product Safety & Regulatory Compliance Attorneys to support AI training initiatives. You'll review product safety laws and regulations across multiple jurisdictions, draft compliance documentation, analyse case studies, and evaluate regulatory frameworks. The role requires a JD with substantial experience in federal, state, and international product safety regulation. Strong written and verbal communication skills are essential for translating complex legal concepts into practical guidance for AI model training datasets.
Structured Finance Attorney
$140–$400 / hr. micro1 seeks structured finance attorneys to train AI systems through legal analysis and annotation work. You'll review financial contracts, analyse transaction documents, and evaluate AI-generated content for accuracy and regulatory compliance. The role requires a JD with active admission to practise and typically five or more years' experience in structured finance transactions, including securities law and market regulations. No prior AI experience is necessary.
Venture Capital & Corporate Attorney
$140–$400 / hr. micro1 seeks venture capital and corporate attorneys with JD and active bar membership to train AI systems on complex transactional work. You'll review and comment on investment documents, term sheets, share purchase agreements, and corporate governance matters, drawing on 7+ years' experience. No AI background needed; your legal expertise is what counts. Remote contractor role.
Radiologists: Medical Image Review for AI Benchmarks
$126 per task. Terac seeks board-certified radiologists and imaging specialists to evaluate de-identified clinical cases and develop diagnostic scoring rubrics. Work involves remote asynchronous review of complex imaging across multiple modalities, with structured documentation and reference evaluation submission. Suited to radiologists, attending physicians, and diagnostic fellows with substantial experience in image interpretation.
Radiologists: Medical Image Review for AI Benchmarks
$210 / task. Terac is recruiting licensed radiologists to review de-identified medical images and clinical cases asynchronously, establishing ground-truth benchmarks for diagnostic imaging algorithms. General radiologists, neuroradiologists, musculoskeletal specialists and other imaging subspecialists with strong clinical experience are sought to apply standardised rubrics and document anatomical and pathological findings.
Radiology Residents: Medical Image Evaluation for AI Benchmarks
$105 / task. Terac seeks current radiology residents to evaluate de-identified medical images and clinical cases asynchronously. You will provide expert reads and complete structured scoring rubrics to establish diagnostic benchmarks for AI validation. Residents at all training levels, including those pursuing neuroradiology, musculoskeletal, or body imaging fellowships, are welcome. Work flexibly within the study window through a secure remote platform.
Investment Banking Associate
$120-$150 / hr. micro1 seeks investment banking contractors to train AI systems on real-world finance domain expertise. You'll annotate transaction documents, review AI-generated financial content, draft valuation models, and simulate deal scenarios. The role suits current or recent investment banking associates and analysts with strong financial modelling and deal execution experience, working remotely on discrete project deliverables.
Aerodynamics Expert (MSc. or PhD)
$80–$120/hour. micro1 seeks an aerodynamics expert holding an MSc or PhD in aerospace or mechanical engineering (or equivalent professional experience) to develop and validate computational fluid dynamics workflows. The role involves creating computational models, defining boundary conditions, running CFD simulations, and using Python to automate analysis tasks. Approximately 15 hours per week, fully flexible scheduling. Output-based compensation.
Investment Banking – M&A Advisory.
$175–$300 / hr. micro1 seeks experienced M&A professionals to train AI systems on financial analysis and deal advisory work. You'll conduct company research, build valuation models, review transaction materials, and provide detailed feedback on financial modelling and strategy. The role suits former investment banking Senior Associates or VPs with substantial deal experience and Excel expertise. No AI background required; domain knowledge in M&A is essential.
Legal Professionals: Paid Engagement on Specialized Workflows
$112 / hr. Terac is recruiting practising attorneys, legal scholars, paralegals, and compliance specialists to evaluate specialized legal workflows. You will analyse materials, draft responses, and structure legal arguments using software-based time tracking. Flexible weekly commitment, remote work. Participants should have demonstrable experience with complex legal subject matter and professional legal documentation.
Principal Research Scientist (Computer Science / Computational Physics)
$100–$400 / hr. micro1 seeks Principal Research Scientists in computer science or computational physics to guide AI systems through advanced research problems. You will frame open questions, validate model-generated solutions using rigorous methods, and assess novelty against current literature. Requires 7+ years active research, field-level recognition, recent publications, and deep computational expertise. No prior AI experience needed.
Research Scientist – Computer Science & Computational Physics
$100–$400 / hr. micro1 seeks research scientists in computer science and computational physics for flexible contract work advancing high-impact research. You will identify open problems, conduct structured research using frontier AI models, verify outputs rigorously, and document findings. Late-stage PhD candidates, postdocs, and early-career academics with strong publication records and hands-on expertise in computational methods are preferred. No prior AI experience required—domain knowledge is what matters.
Quantitative Rates Researcher
$80–$150 / hr. Micro1 seeks quantitative rates researchers to evaluate AI-generated algorithmic trading outputs for a major investment bank. You'll assess fixed income and rates strategy research, identifying methodological flaws like lookahead bias, overfitting, and data snooping. The role suits candidates with quantitative finance backgrounds—ideally hedge fund or asset manager experience with rates strategies, yield curve modelling, and Treasury instruments. Domain expertise matters more than prior AI experience. Work is entirely remote and asynchronous.
Hospitalist Physician
$100-$120 / hr. micro1 seeks hospitalist physicians (MD/DO, board certified in internal medicine, paediatrics, or hospital medicine) to review inpatient medical records, clinical notes, and FHIR data for AI training purposes. You will evaluate clinical documentation quality, identify inconsistencies, and provide feedback to improve model performance. Recent inpatient experience and strong attention to detail required.
Hospitalist Reviewer
$100–$115 / hr. micro1 seeks experienced hospitalists to review inpatient clinical documentation for accuracy, completeness, and quality. You'll adjudicate discrepancies, identify clinically significant errors, and apply consistent quality standards across cases. Ideal for board-certified attending hospitalists with 5+ years' experience and familiarity with CDI programmes, hospital QA processes, and documentation's impact on coding and compliance.
Accountants: Paid Interview on AI Assistant Workflows
$100 / hr. Terac is seeking practising accountants—corporate, public, tax or audit specialists—who actively use AI tools in daily work. You'll participate in a remote paid interview exploring your accounting workflows, AI tool integration, practical benefits and limitations, and real examples of impact on deliverables. The conversation centres on your hands-on experience rather than theory.
Accounting Professionals: Workflow Evaluation Study
$110 / hr. Terac is recruiting mid-level accounting professionals—public accountants, corporate accountants, bookkeepers, and financial controllers—for a paid workflow evaluation study. Participants will discuss current accounting processes via video call, walk through typical tasks, and respond to software concepts designed to improve financial tools. The research aims to inform the design of future accounting integrations and interfaces.
Expert Opportunity – Accountant ($100/hr, up to $2,000/week)
Ethos seeks experienced accountants to evaluate AI model outputs and develop training tasks for financial reasoning. You'll assess accounting scenarios, grade AI responses, and create expert materials in your field. Work is fully remote and flexible, typically 10–20 hours weekly on a project basis. This suits practising accountants seeking supplementary income while contributing to AI development.
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Brand & Creative Strategy Expert
$150–$350 / hr. micro1 seeks brand and creative strategy experts to review and enhance executive-level business presentations. You'll reconstruct slides in PowerPoint, improve visual hierarchy and messaging, and document all changes with detailed rationale. Ideal candidates have 5+ years at major agencies, brand consultancies, or in-house teams, with proven experience building client-facing or executive decks and advanced PowerPoint skills.
Account Executive
$100/hr. Ethos seeks experienced Account Executives from top B2B and SaaS firms to train an AI lab's language model on professional presentation work. You'll evaluate and refine AI-generated slide decks, storylines, executive summaries, and data-driven exhibits. Requires 2+ years AE experience, expert PowerPoint skills, and strong communication ability. Flexible commitment, 5–20 hours weekly, fully remote.
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Business Development Manager
$100/hr. Ethos is recruiting experienced business development managers from high-growth tech or enterprise B2B backgrounds to train a foundational AI lab's language model on professional presentation tasks. You'll create and evaluate AI-generated slide decks, focusing on storytelling, executive summaries, logic structuring, and data-driven exhibit design. Requires 3+ years BD experience and expert PowerPoint proficiency.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Clinical & Biomedical Specialist / Pharma Consultant
$100/hr. Ethos seeks clinical and biomedical specialists with 5+ years' pharma or biotech experience to train an AI model on professional documents, spreadsheets, and presentations. You'll create and evaluate materials including clinical study reports, regulatory dossiers, and medical affairs slides, leveraging expertise in ICH-GCP standards and FDA/EMA requirements. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Consulting Engagement Manager / Project Leader
$100/hr. Ethos seeks experienced engagement managers and project leaders from leading strategy consulting firms to help train an AI language model on professional presentation tasks. You'll evaluate and refine AI-generated slide decks, covering architecture, storytelling, executive synthesis, and quality control. Requires 5+ years at McKinsey, BCG, Bain or equivalent, with team leadership experience and expert PowerPoint proficiency. Flexible commitment, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Contracts Attorney / Legal Diligence & Redlines
$100/hr. Ethos seeks experienced contracts attorneys with 4+ years handling commercial agreements to help train an AI lab's language model. You'll create and evaluate AI-generated documents, spreadsheets, and slide decks for contract redlines, due diligence, NDA review, and related workflows. Work flexibly, 5–20 hours weekly, fully remote, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Corporate Development / M&A Manager
$100/hr. Ethos seeks corporate development and M&A professionals with 4+ years in-house experience to train an AI lab's language model on professional presentation tasks. You'll create and evaluate board approval decks, target screening presentations, synergy analysis exhibits, deal memos, integration planning materials, and pipeline reviews. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Corporate Development / M&A Manager
$100/hr. Ethos seeks corporate development and M&A professionals with 4+ years' experience in acquisitions, divestitures or partnerships to train an AI lab's language model on professional presentations and slide decks. Work involves creating and evaluating AI-generated materials for board approvals, target screening, synergy analysis, deal updates, integration planning and pipeline reviews. Flexible commitment, 5-20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Equity Research Analyst
$100/hr. Ethos seeks experienced equity research analysts with 3+ years at recognised sell-side or independent firms to train an AI lab's language model on professional presentations and slide decks. Work includes creating and evaluating AI-generated materials for initiation reports, earnings previews, industry primers, valuation summaries, and investor marketing decks. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Financial Services Compliance / AI Regulatory
$100/hr. Ethos is recruiting compliance professionals with 5+ years' experience in financial services to train an AI language model. You'll create and evaluate AI-generated documents, spreadsheets, and slides for regulatory filings, compliance policy drafting, control-testing documentation, and board materials. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – FP&A / Corporate Finance Analyst
$100/hr. Ethos seeks experienced FP&A and corporate finance professionals with 5+ years building forecasts, variance bridges, and operating models to train an AI lab's language model. You'll evaluate and refine AI-generated financial documents, spreadsheets, and presentations—rolling forecasts, board-ready P&L decks, commentary memos, and scenario models. Work flexibly from home, 5–20 hours weekly or more.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Healthcare Operations Consultant
$100/hr. Ethos seeks healthcare operations professionals with 5+ years' experience in hospital or health system settings to evaluate and refine AI-generated documents, spreadsheets and presentations. Work involves assessing outputs across patient throughput models, workflow redesign, service line dashboards, reimbursement analysis, staffing optimisation and quality improvement reporting. Flexible commitment, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Healthcare Strategy Consultant
$100/hr. An AI lab seeks experienced healthcare strategy consultants to train a language model on professional presentations and slide decks. You'll create and evaluate AI-generated materials covering commercial due diligence, hospital and payer strategy, pipeline assessment, and health system transformation. Requires 3+ years in healthcare or life sciences strategy consulting, expert PowerPoint skills, and strong written communication. Flexible commitment of 5–20 hours weekly on Ethos.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Hedge Fund / Asset Management Analyst
$100/hr. Ethos seeks buy-side analysts with 3+ years' hedge fund or asset management experience to train an AI model on presentation and slide deck workflows. Work involves creating and evaluating AI-generated investment pitch decks, position reviews, portfolio presentations, thesis memos, and LP letters. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Investment Analyst / Valuation & Credit Specialist
$100/hr. Ethos seeks investment analysts and valuation professionals with 5+ years' experience in equity research, credit analysis, or advisory roles. The work involves creating and evaluating AI-generated financial documents, models, and presentations covering DCF valuations, trading analyses, credit memos, LBO models, and investment committee communications. Fully remote, flexible commitment of 5–20 hours weekly or more.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Investment Banking Analyst / Associate
$100/hr. Ethos seeks investment banking analysts and associates with 2+ years at bulge bracket or elite boutique firms to train an AI model on professional presentations and slide decks. You'll create and refine AI-generated materials for pitch books, company profiles, comps pages, and management presentations, leveraging deep expertise in banker-standard formatting and PowerPoint craftsmanship. Flexible commitment, 5–20 hours weekly.
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Expert Opportunity – Investment Banking VP / Director
$100/hr. Ethos seeks experienced investment banking VPs and Directors with 6+ years' experience to train an AI lab's language model on professional presentation tasks. You'll evaluate and refine AI-generated pitch narratives, board presentations, fairness opinions, and positioning materials, drawing on your track record of owning client materials end-to-end. Fully remote, flexible commitment of 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Investor & Fundraising Specialist
$100/hr. Ethos seeks fundraising and investor relations professionals with 5+ years' experience to train an AI lab's language model on financial documents and workflows. You'll create and evaluate pitch decks, cap table summaries, term sheet analyses, and LP reports. The role requires expertise in venture finance mechanics, spreadsheet and slide deck craft, and institutional investor expectations. Flexible commitment, 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – IP Counsel / Trademark & Copyright Attorney
$100/hr. Ethos seeks a licensed IP attorney with 4+ years' experience in trademark and copyright law to train an AI lab's language model. You'll create and evaluate AI-generated legal documents, spreadsheets and presentations covering trademark clearance opinions, office-action responses, infringement analyses, licensing reviews and related IP workflows. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately.
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Expert Opportunity – Japanese Language & Cultural Fluency Consultant
$100/hr. Ethos seeks experienced bilingual Japanese-English professionals with 4+ years in professional translation or cross-cultural business roles. You will evaluate and refine AI-generated business documents, spreadsheets, and presentations, assessing cultural appropriateness, tone, legal accuracy, and native fluency. Flexible commitment, 5–20 hours weekly, fully remote. Ideal for translators and localization specialists seeking project-based consulting work.
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Expert Opportunity – Management Consultant
$100/hr. Ethos seeks experienced management consultants from top-tier firms (McKinsey, BCG, Bain) with 3+ years' experience to train an AI lab's language model on professional presentation tasks. Work involves creating and evaluating AI-generated slide decks, focusing on storytelling, executive summaries, slide structure, and data-driven design. Fully remote, flexible 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Management Consultant
$100/hr. Ethos seeks experienced management consultants with 5+ years' background to train an AI model on professional strategy work. You'll evaluate and refine AI-generated documents, spreadsheets and presentations covering strategy decks, business cases, operating model redesign and implementation roadmaps. The role suits consultants fluent in Excel, PowerPoint and structured problem-solving. Flexible commitment between 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Market Access / HEOR Specialist
$100/hr. Ethos seeks market access and health economics specialists with 4+ years' pharma or consultancy experience to train an AI model on professional presentations. You'll create and evaluate slide decks covering payer value dossiers, HTA submissions, economic models, pricing strategy, and evidence plans. Fully remote, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Medical Science Liaison / Medical Affairs Professional
$100/hr. Ethos is recruiting experienced medical science liaisons and medical affairs professionals with 4+ years at pharmaceutical or biotech companies to train an AI language model on professional presentation and slide deck creation. You'll evaluate and refine AI-generated content across scientific decks, KOL materials, advisory board presentations, and congress readouts. Fully remote, flexible 5-20 hours weekly.
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Expert Opportunity – Private Equity Associate / VP
$100/hr. Ethos seeks private equity associates and VPs with 3+ years deal experience to train an AI lab's language model on professional presentation tasks. You'll create and evaluate slide decks covering investment committee materials, LBO outputs, portfolio reviews, 100-day plans, LP reporting, and exit preparation. Flexible commitment of 5–20 hours weekly, fully remote. Requires expert PowerPoint skills and deep knowledge of investment storytelling.
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Expert Opportunity – Restructuring & Turnaround Advisor
$100/hr. Ethos seeks restructuring and turnaround professionals with 4+ years' experience to train an AI language model on financial presentations. You'll evaluate and refine AI-generated slide decks covering cash flow exhibits, lender updates, turnaround plans, and creditor materials. Flexible commitment of 5–20 hours weekly, fully remote. Requires expert PowerPoint skills and experience producing high-stakes creditor-facing materials under deadline.
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Expert Opportunity – Revenue/GTM Operations Specialist
$100/hr. Ethos seeks revenue and GTM operations specialists with 5+ years' experience to train a foundational AI lab's language model on professional workflows. You'll create, evaluate and refine AI-generated documents, spreadsheets and slide decks covering CRM schemas, lead-routing, territory models, pipeline audits, dashboards and deduplication logic. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Sales / GTM Strategist
$100/hr. Ethos is recruiting seasoned sales and GTM strategists to train an AI lab's language model on professional business documents, spreadsheets and presentations. You'll create and evaluate AI-generated materials covering territory design, sales battlecards, pipeline forecasts, go-to-market plans, win/loss analysis and compensation structures. Requires five years' direct experience in sales strategy or revenue leadership, with fluency in pipeline methodology and compensation design.
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Expert Opportunity – Transaction Services / Financial Due Diligence Professional
$100/hr. Ethos seeks experienced transaction services and financial due diligence professionals with 4+ years at top advisory firms to train an AI language model on professional presentation tasks. You'll create and evaluate AI-generated slide decks covering quality of earnings exhibits, diligence findings, and working capital analysis. Flexible commitment of 5–20 hours weekly, fully remote. Requires expert-level PowerPoint skills and deep knowledge of advisory workflows.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Venture Capital Associate / Principal
$100/hr. Ethos is recruiting venture capital associates and principals with 3+ years' fund experience to train an AI language model on professional presentation tasks. Work involves creating and evaluating AI-generated slide decks, deal memos, IC presentations, market maps, and LP materials. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately.
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Financial Analyst
$100/hr. Ethos seeks financial analysts with 2+ years' experience at top-tier banks, PE/HF, or corporate finance to train an AI lab's language model on professional presentation tasks. Work involves creating and evaluating AI-generated slide decks, developing storylines, structuring slides, and designing data exhibits. Fully remote, flexible 5-20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
GTM Manager
$100/hr. Ethos seeks experienced GTM managers from high-growth B2B and SaaS firms to train an AI lab's language model on professional presentation and slide deck work. You'll evaluate and refine AI-generated outputs across storytelling, executive summaries, slide structure, logic flows, and data-driven design. Requires 3+ years GTM experience, expert PowerPoint skills, and excellent structured communication. Flexible, 5–20 hours weekly, fully remote, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Investment Banking Analyst
Ethos is recruiting experienced investment banking analysts from leading firms to train an advanced AI model on presentation workflows. You'll evaluate and refine AI-generated slide decks, focusing on storytelling, executive summaries, logic structuring, and exhibit design. The role requires minimum two years' analyst experience at a top-tier bulge bracket or elite boutique firm, exceptional PowerPoint proficiency, and meticulous attention to detail. Fully remote, flexible commitment.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Investor Relations Associate
$100/hr. Ethos seeks experienced investor relations associates from top public companies or advisory firms to train an AI model on professional presentation workflows. You'll create and evaluate AI-generated slide decks, refining storytelling, data visualisation, and executive communication across typical IR tasks. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately. Requires 2+ years IR experience and expert-level PowerPoint proficiency.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Investor Relations Manager
$100/hr. Ethos is recruiting experienced IR managers to train an AI lab's language model on professional presentations and slide decks. You'll evaluate and refine AI-generated outputs across storylining, executive summaries, slide structure, logic flows, and data exhibits. Requires 4+ years' IR experience at a public company or advisory firm, with advanced PowerPoint skills and structured communication expertise. Flexible commitment, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
M&A Analyst
$100/hr. Ethos seeks M&A analysts with 2+ years' experience at top-tier investment banks or boutiques to train an AI lab's language model on professional presentation tasks. Work involves creating and evaluating AI-generated slide decks, developing storylines, structuring exhibits, and refining client-ready presentations. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
M&A Associate
$100/hr. Ethos seeks M&A associates with 3+ years experience from elite investment banks to train an AI lab's language model on presentation workflows. Work involves creating and evaluating AI-generated slide decks, refining storylines, executive summaries, and client-ready materials. Fully remote with flexible 5–20 hour weekly commitment, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Partnerships Manager (BD)
$100/hr. Ethos seeks experienced partnerships managers from high-growth tech or enterprise B2B backgrounds to train an AI lab's language model on professional presentation workflows. You'll create and evaluate AI-generated slide decks, covering storylining, executive summaries, slide structure, logic flows, and data-driven exhibits. Requires 3+ years partnerships experience, expert PowerPoint skills, and strong written communication. Flexible commitment, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Product Marketing Manager
$100/hr. Ethos is recruiting experienced product marketing managers to train an AI lab's language model on professional presentation tasks. You'll create and evaluate AI-generated slide decks, refining outputs across storyline development, executive summaries, slide structure, logic flow, and data visualisation. Requires 3+ years at high-growth B2B or SaaS firms, expert PowerPoint skills, and structured communication expertise. Flexible commitment of 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Sales Manager
$100/hr. Ethos seeks experienced sales managers from top B2B and SaaS firms to train an AI model on professional presentation and slide deck work. You'll create and evaluate AI-generated content across storyline development, executive summaries, slide structuring, logic flows, data-driven exhibits, and client-ready decks. Requires 3+ years sales management experience and expert PowerPoint skills. Fully remote, flexible 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Senior Account Executive
$100/hr. Ethos seeks experienced senior account executives from top B2B and SaaS firms to train an AI model on professional presentation tasks. You'll evaluate and refine AI-generated slide decks covering storyline development, executive summaries, slide structure, logic frameworks, data visualisation, and client-ready production. Requires 5+ years as a senior AE with deep expertise in structured communication and expert PowerPoint skills. Flexible commitment, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Open Source Contributor (GitHub)
$100–$150/hour. Fully remote contractor role on micro1 for experienced software engineers with proven open-source contributions. Involves debugging, implementing, and reviewing code across front-end and back-end systems; translating builds between languages; and evaluating AI-generated patches. Requires verifiable GitHub profile, meaningful repository ownership or contributions, and expertise across multiple programming languages. Flexible scheduling, approximately 15 hours weekly, with output-based compensation per completed task.
Full-Stack Engineers (Cybersecurity): Feedback on CI/CD Workflows
$105/hr. Terac is researching how full-stack engineers integrate security verification into CI/CD workflows. The role involves a single remote session where you'll discuss a recent project combining application development and vulnerability management, describe your current pipeline setup, and provide feedback on proposed security workflows. Suited to full-stack engineers with hands-on cybersecurity expertise, DevSecOps practitioners, or security-focused backend developers experienced with deployment pipelines.
Open Source GitHub Maintainer
$120–$200 / hr. micro1 seeks experienced open source maintainers to review AI-generated code patches for repositories you maintain. Work involves evaluating LLM outputs, providing detailed written feedback, and conducting peer reviews. Requires demonstrable GitHub or GitLab contributions and active repository maintenance experience. Flexible, remote contractor role with output-based compensation and minimum submission requirements. No AI background necessary.
Accountants: Ongoing Paid Project for QuickBooks Workflows
$90 / hr. Terac seeks certified accountants and bookkeepers to evaluate and optimise QuickBooks workflows in an ongoing remote project. You'll work 30–40 hours weekly, navigating accounting modules, processing transactions, and identifying efficiency improvements. Ideal for professionals with substantial QuickBooks experience managing small business or enterprise accounting, willing to provide detailed asynchronous feedback on daily tasks.
AI Trainer (Earth & Environmental Sciences)
$60–$120/hour. micro1 seeks computational earth and environmental scientists with proven AI-training experience to design technical tasks and evaluate model-generated code and analyses. You'll develop realistic challenges in geoscience, climate, hydrology, remote sensing, or related fields, assess AI system outputs for correctness, and establish evaluation criteria. Requires deep domain expertise, strong Python proficiency, and prior paid work training or benchmarking AI systems on scientific tasks. Remote, flexible schedule, 15+ hours weekly.
AI Trainer (Engineering Sciences)
$60–$120/hour. Computational Engineers with substantive paid AI-training or model-evaluation experience on engineering tasks are sought by micro1 to create realistic technical challenges, develop evaluation criteria, and assess model-generated code and analyses. Candidates must demonstrate deep expertise in an engineering specialisation, strong Python skills, and hands-on experience with computational methods such as simulation, modelling, or optimisation. Evidence of technical competence—such as published work, open-source contributions, or production designs—is essential.
AI Trainer (Life Sciences)
$60–$120/hour equivalent, paid per accepted task on micro1. This remote contractor role suits computational life scientists with substantive prior AI-training or model-evaluation experience. You'll create technical tasks, develop evaluation criteria, and assess model-generated code and analyses for life-science content. Deep expertise in a relevant specialism—such as computational biology, bioinformatics, genomics, or biomedical analysis—is required alongside strong Python proficiency.
AI Trainer (Mathematics & Statistics)
$60–$120/hour. micro1 seeks mathematicians, statisticians and optimization experts with proven AI-training experience to develop and evaluate advanced technical tasks. You'll create challenging mathematics and statistics problems, establish evaluation criteria, and assess model-generated proofs, code and solutions for logical errors and methodological flaws. Requires prior paid AI-training work and deep expertise in a relevant mathematical specialization.
AI Trainer (ML Engineering)
$60–$120/hour. micro1 seeks machine learning engineers with prior paid AI-training or model-evaluation experience to create technical tasks, develop evaluation criteria, and assess model-generated solutions. You'll identify issues in code, experiments, and analyses whilst establishing objective standards for correctness. Strong Python proficiency and hands-on ML framework experience required. Flexible, fully remote contractor role.
AI Trainer (Physical Sciences)
$60–$120/hour. Micro1 seeks computational physical scientists with prior AI-training experience to develop technical tasks and evaluate model outputs. You'll create realistic computational problems, establish evaluation criteria, and identify failures in code, simulations, and analyses. Requires proven paid AI-training work, strong Python skills, and deep expertise in physics, astronomy, materials science, chemistry, or related fields. Evidence of research output, publications, or open-source contributions essential.
AI Trainer (SWE)
$60–$120/hour equivalent, paid per accepted task. micro1 seeks experienced software engineers with prior substantive AI-training work to design technical tasks, evaluate model-generated code, and establish correctness standards for advanced AI systems. You will create realistic software engineering challenges, develop reference solutions and testing frameworks, and identify failures across implementation, debugging, dependencies, and reproducibility. Requires professional Python expertise plus fluency in an additional language.
Bioinformatics Scientist
$45–$90 / hr. micro1 seeks Bioinformatics Scientists to train AI systems for drug discovery. You'll analyse medicinal chemistry datasets, annotate training data, and evaluate model outputs for scientific accuracy. The role suits researchers with advanced qualifications in bioinformatics, computational biology, or medicinal chemistry, plus experience handling large-scale omics or cheminformatics datasets. No AI background required; domain expertise is paramount.
Clinical, Microbiome & Translational Research Scientist (PhD)
$45–$90 / hr. This remote contractor role on micro1 suits doctoral-level microbiome and translational research scientists. You'll design expert-level scientific problems in microbiome analysis, clinical bioinformatics and precision medicine; evaluate AI model outputs for accuracy and reasoning quality; and develop detailed rubrics grounded in primary literature. The role requires hands-on lab research experience, proficiency in metagenomics tools and clinical datasets, and strong Python or R skills.
Computational Biology & Bioinformatics Expert (PhD)
$45–$90 / hr. This remote contractor role on micro1 suits PhD-level computational biologists and bioinformaticians with hands-on experience in genomic and transcriptomic analysis. You'll evaluate and optimise bioinformatics workflows, assess NGS and RNA-seq pipelines, and guide AI model development in biological domains. The work demands proficiency in Python or R, standard tools like GATK and Nextflow, and strong communication skills for documenting complex methods.
Computational Chemistry, Structural Biology & Drug Discovery Scientist (PhD)
$45–$90 / hr. This remote contractor role on micro1 invites PhD-level scientists in computational chemistry, structural biology, and drug discovery to train AI systems. You'll design expert-level problems with verified solutions, evaluate model outputs for scientific accuracy, develop assessment rubrics, and apply deep domain knowledge across molecular modelling, protein design, virtual screening, and cheminformatics. Hands-on research experience in academia or industry is required; postdoctoral or pharma background preferred.
Life Sciences Research Scientist (PhD): Wet Lab & Computational Biology
$45–$90 / hr. Contractors with a PhD in life sciences will design expert-level scientific problems, evaluate AI model outputs for accuracy and reasoning depth, and develop detailed rubrics grounded in primary literature. The role spans wet lab and computational biology domains including genomics, drug discovery, and systems biology. Hands-on laboratory experience and strong written English are required. The platform is micro1.
STEM Expert – Biology & Bioinformatics (PhD)
$45–$90 / hr. Contractors with PhDs in biology, bioinformatics, or computational biology design and evaluate workflows to train AI systems on biological analysis tasks. The role involves assessing genomic, transcriptomic, and proteomic pipelines; optimising parameters; and providing expert guidance on model development. Requires deep expertise in at least one specialisation, proficiency in Python or R, and strong written communication. Work is conducted remotely via micro1.
STEM Expert – Chemistry & Computational Chemistry (PhD)
$45–$90 / hr. This micro1 role suits chemistry PhDs with hands-on research experience—wet lab, computational, or both—to evaluate and critique AI training problems across organic synthesis, spectroscopy, molecular simulation, and related domains. You'll assess experimental protocols, analyse chemical data, and guide AI model development whilst communicating findings clearly to technical collaborators worldwide.
Dimensional Metrology Quality Engineer
$50–$100 / hr. Micro1 seeks dimensional metrology engineers to evaluate first-article inspection reports and scan-to-CAD comparisons for an advanced measurement project. You'll document datum setups, position callouts, and CMM techniques, distinguishing real deviations from fixturing artefacts. Expertise in GD&T, 3D scanning software (PolyWorks, GOM Inspect), and FAI processes required. Your domain knowledge will train AI systems; no prior AI experience needed.
Electronics Assembly Quality Engineer
$60-$100 / hr. micro1 seeks electronics assembly quality engineers to train AI systems on real-world manufacturing challenges. You'll analyse X-ray images of solder joints, diagnose defects including voiding and head-in-pillow, recommend reflow improvements, and evaluate counterfeit component detection methods. Ideal for process engineers, quality engineers, or laboratory analysts with hands-on electronics assembly experience and expertise in area-array packages, IPC standards, and component authentication.
Open Source Contributor
$60–$120/hour for accepted tasks. micro1 seeks open-source contributors with strong programming ability and publicly verifiable technical work to create, solve, and review challenging tasks in software engineering, machine learning, scientific computing, or hardware. Roles involve designing reproducible environments, building reference solutions, evaluating AI-generated work, and diagnosing model failures. Flexible, fully remote, contractor basis with output-based compensation.
Computational Bioscience Expert (Python)
$60–$120/hour. micro1 seeks a Computational Bioscience Expert with strong Python capabilities to develop and evaluate AI systems through rigorous scientific problem-solving. You'll create reproducible analyses, models, and simulations within biology, medicine, neuroscience, or related disciplines; review code and solutions for correctness; and work flexibly across approximately 15 hours weekly. Suited to researchers with advanced qualifications and proven computational project experience.
MBSE Engineer – SysML V2
$55–$120 / hr. micro1 seeks experienced MBSE professionals with SysML v1 expertise and SysML v2 exposure or hands-on experience to support AI training and evaluation work. You'll develop reference models, assess AI-generated SysML outputs, create evaluation rubrics, and establish technical standards. Work is task-based and flexible across a 4-week to 3-month pilot, suited to systems engineers from aerospace, defence, automotive, or related domains with strong requirements and architecture knowledge.
Frontend / UI Engineer
$70–$100 / hr. micro1 seeks frontend engineers to design verifiable coding tasks from visual materials—screenshots, diagrams, and screen recordings. You'll write objective success criteria, provide working reference implementations, and review peer contributions. Requires a public GitHub profile with substantial, merged contributions and strong experience in React, TypeScript, or similar. UI, graphics, or design-to-code background valued. Fully remote, project-based work.
Geopolitical Risk Advisor
$50–$100 USD/hour. micro1 seeks experienced geopolitical risk advisors with backgrounds in foreign policy, national security, or strategic risk assessment. You'll develop unclassified scenarios, review geopolitical content for accuracy, and evaluate strategic decisions to improve AI system understanding of international relations and security dynamics. Flexible, project-based engagement suited to those with professional experience in government agencies, think tanks, or advisory firms.
Materials Scientist (Nanoparticle Sizing & Lot Release)
$40-$100 / hr. Materials scientists with expertise in nanoparticle characterisation are sought to evaluate advanced nanomaterial samples via TEM and SEM microscopy. The work involves manual image analysis, particle size distribution determination, lot-release qualification, and technical reporting. No AI experience is necessary; domain knowledge in nanomaterial analysis and quality control standards is essential. Roles suit those with laboratory or scientific consulting backgrounds.
Military Training and Readiness Advisor
$50–$100 USD/hour. micro1 seeks Military Training and Readiness Advisors with defence or military backgrounds to assess AI training scenarios and military readiness content. You'll develop unclassified scenarios, review training materials for accuracy against established doctrine, evaluate operational preparedness, and provide structured feedback. Ideal for those with experience in military training commands, doctrine development, or defence organisations.
National Security Technology Expert
$50–$100 USD/hour. micro1 seeks contractors with government or defense science and technology backgrounds to develop realistic scenarios and evaluate AI understanding of national security technologies and defence systems. You'll assess technical content for accuracy, identify analytical gaps, and provide structured feedback on complex defence programmes, drawing on experience with advanced technologies, systems integration, and national security requirements.
Art and Photography Curators
$50-$105 / hr. micro1 seeks curators and collections specialists to assess artworks and photographs for attribution, provenance, context and presentation. You'll judge whether pieces fit thematic collections, flag concerns about authenticity or ownership, and document your reasoning in writing. Ideal for museum professionals, gallery directors, archivists and auction house specialists with hands-on experience selecting and acquiring works.
Art Buying and Photography Representation Expert
$50-$105 / hr. Assess photography briefs, cost estimates and licensing agreements for micro1. Review photographer or artist fit against client needs, flag missing or inflated costs, evaluate usage rights terms, and document decisions in writing. Suited to art buyers, photo buyers, creative producers, photography agents and licensing managers with professional experience commissioning or representing visual artists.
Brand and Social Creative Expert
$50-$105 / hr. This contractor role on micro1 suits experienced brand creatives, art directors, social media strategists and content leads. You'll assess creative work and briefs for quality, brand alignment and platform fit, then explain your judgements in writing. The work requires professional campaign experience across at least two major social platforms and clear communication of creative reasoning.
Fashion and Interior Styling Expert
$50-$105 / hr. Evaluate fashion and interior styling work for editorial, retail, production and private clients via micro1. Review outfits and room setups against briefs, assessing proportion, colour, fit and practicality. Write reasoned assessments explaining design choices. Suits experienced fashion, wardrobe, interior or set stylists with professional project delivery background and strong written English.
Graphic and Editorial Design Expert
$50-$105 / hr. Evaluate graphic and editorial design work for micro1, assessing layouts, typography, colour, and brief adherence. Suited to practising graphic designers, art directors, or editorial designers with professional experience in print, web or publications, and fluency in industry-standard tools like InDesign, Photoshop or Figma.
Photo and Visual Editors
$50–$105 / hr. Contractors with professional photo, picture or visual editing experience review image sets, select the strongest for purpose, assess technical quality, flag altered content, verify captions, and write reasoned explanations. Daily use of Lightroom, Photoshop or Capture One required. Ideal for retouchers and photo producers delivering to print, web, social or broadcast. Fully remote via micro1.
Photography and Cinematography Expert
$50–$105 / hr. micro1 seeks experienced photographers, cinematographers and camera operators to evaluate photo and video submissions against client briefs. You'll assess technical quality, composition, lighting and framing, then document your reasoning in writing. Ideal for professionals with established experience shooting for clients, productions or publications, and proficiency with industry-standard tools including Lightroom, Photoshop and DaVinci Resolve.
Set and Production Design Expert
$50-$105 / hr. Evaluate set and production designs for film, TV, theatre, events, commercials and photography on micro1. You'll assess layouts, materials, sightlines and budget fit, then explain your judgments in writing. Suited to production designers, set designers, art directors and set decorators with professional experience on real productions and proficiency in design tools or hand drafting.
Electronic Engineer (Qucs-S)
$65–$123 / hr. micro1 seeks experienced Qucs-S specialists for contract-based AI training work. You will design and simulate electronic circuits, performing AC, DC, and transient analyses, then document your workflows clearly for AI systems. The role requires hands-on circuit design expertise, SPICE knowledge, troubleshooting ability, and B2+ English proficiency. Screen recording capability and Qucs-S access are essential.
Engineering Design & Simulation Specialist
$65–$123/hr. micro1 seeks mechanical engineering professionals for part-time remote CAD work supporting AI training. You'll create and modify 3D parametric models, document design workflows, and explain engineering decisions to help AI systems understand mechanical design reasoning. A master's degree in mechanical engineering or related field and hands-on SolidWorks experience are required. Prior AI training project involvement is preferred.
Engineering PhD
$80–95/hour. This short-term pilot (2–3 weeks) on micro1 seeks engineering PhDs or candidates in electrical, mechanical, chemical, industrial, or aerospace disciplines. You'll design realistic technical problems from your own research or practice experience, provide correct solutions with clear reasoning, and define objective correctness criteria. You'll also review peers' work for accuracy and flag ungradable submissions. Preference goes to those from strong research institutions with hands-on experience and publication records.
KiCad PCB Design Specialist
$65–$123 / hr. micro1 seeks experienced KiCad specialists for remote contractor work on AI training projects. You will design and modify PCB schematics and layouts, perform design checks, generate manufacturing files, and document your workflows in detail. The role suits engineers with strong hands-on KiCad proficiency, circuit design expertise, and ability to explain technical processes clearly.
MBSE Engineer – SysML v2
$55-$120 / hr. micro1 seeks experienced MBSE professionals with SysML v1 expertise and SysML v2 exposure or hands-on textual modeling experience. You will develop reference models, evaluate AI-generated SysML v2 outputs, and establish quality standards. Tasks include translating engineering requirements into accurate models, creating benchmark architectures, documenting evaluation rubrics, and assessing model quality across aerospace, defence, automotive and related domains. Flexible, task-based work over 4 weeks to 3 months.
NDT Subject Matter Expert – Laser Shearography (Level II / Level III)
$40–$100 / hr. micro1 seeks NDT specialists holding ASNT, NAS 410, or ISO 9712 Level II or III certification in laser shearography to support aerospace composite inspection for AI training. You will analyse interferograms and fringe patterns, evaluate defects against aerospace standards, and document findings without AI assistance. Hands-on shearography experience and strong technical writing are essential. No AI background needed.
OpenSCAD Developer
$65-$123 / hr. micro1 seeks experienced OpenSCAD developers for AI training work. You will build and modify 2D and 3D parametric CAD models, document your workflows in detail, and help improve AI understanding of design processes. Requires professional OpenSCAD proficiency, strong technical communication skills, and English at B2 level or above. Screen recording capability and software access essential.
Python Game Developer (Panda3D)
$50-$120 / hr. micro1 seeks experienced Panda3D developers for an AI training project. You'll build and modify 3D games and simulations, working with Python and C++ to create game mechanics, animations, and interactive environments. The role requires demonstrable Panda3D expertise, screen recording capability, and fluent English at B2 level or above. You'll document your workflows clearly to support AI system development.
Veterans Service Representative
$60–$85 / hr. micro1 seeks Veterans Service Representatives to train AI systems on disability claims evaluation. You'll review AI-generated compensation claims, assess medical documentation, conduct quality assurance against VA standards, and provide feedback to improve model training. VBMS experience and federal claims processing background required. Remote contractor role.
Electronics Simulation Engineer (NgSpice)
$65–$123 / hr. micro1 seeks NgSpice specialists for an AI training project centred on electronic circuit simulation. You'll design and analyse circuits using NgSpice, performing AC, DC, and transient analyses whilst documenting your workflows clearly. The role suits engineers with strong hands-on circuit simulation experience and the ability to explain technical processes in detail. You must have access to NgSpice and screen recording capability.
Electronics Specialist – LTspice
$65–$123/hr. micro1 seeks experienced LTspice specialists for an AI training project involving real-world circuit design and simulation tasks. You will create and analyse electronic circuits using LTspice, covering analog circuits and power electronics, then document your workflows clearly. The role suits electronics professionals with strong hands-on circuit simulation experience and B2+ English proficiency.
FreeCAD Expert (BIM & IFC Focus)
$65–$123 / hr. micro1 seeks FreeCAD specialists to build and modify 3D BIM models, work with IFC files, and document workflows for AI training purposes. You'll complete architectural and engineering modelling tasks, validate BIM compatibility, and provide clear technical explanations. Requires strong hands-on FreeCAD experience, BIM knowledge, and English at B2 level or above. Contractor role, five positions open.
Medical Imaging & Segmentation Specialist (3D Slicer)
$60–$112 / hr. micro1 seeks 3D Slicer specialists to segment and annotate medical images for AI training. You will work with CT and MRI datasets, create segmentation masks and 3D models, and document your workflows clearly. The role suits those with hands-on 3D Slicer experience, knowledge of medical imaging formats, and ability to explain technical processes. Contractor position, remote.
Blender Bonsai Specialist – BIM/Architecture
$63–$122 / hr. micro1 seeks a contractor with hands-on Blender Bonsai expertise and strong architectural or BIM background to complete real-world design and modelling tasks. You will work with 3D building models and IFC files, record your screen, document workflows step by step, and provide feedback to improve AI understanding of architectural processes. Professional BIM project experience preferred.
CAD Modeling Specialist (SolveSpace)
$63-$122 / hr. micro1 seeks a CAD modeling specialist with hands-on SolveSpace experience to complete real-world design tasks and document workflows for AI training purposes. You'll create and edit 2D and 3D models, work with parametric sketches and constraints, and explain your processes clearly. Background in mechanical engineering, product design, or industrial design preferred. Current SolveSpace access required.
DesignSpark PCB Specialist
$63–$122 / hr. micro1 seeks a DesignSpark PCB specialist to support AI training by creating and documenting circuit designs, schematics, and board layouts. You will demonstrate real-world PCB workflows step-by-step, explaining your processes to help improve how AI systems understand electronics engineering. Requires current access to DesignSpark PCB and proven hands-on design experience.
ParaView Scientific Visualization Specialist
$63-$122 / hr. micro1 seeks a ParaView specialist to visualize and analyse scientific and engineering data for an AI training project. You will work with CFD, FEA, and simulation datasets, demonstrating workflows step by step and documenting your analysis process. Ideal candidates hold professional ParaView experience, background in mechanical or aerospace engineering, and proven capability explaining technical visualizations clearly.
Vectorworks Architecture BIM Specialist
$63–$122 / hr. micro1 seeks Vectorworks specialists to train AI systems using real architectural workflows. You'll document BIM processes, create screen recordings, annotate design data, and evaluate model outputs. Suited to architects and BIM professionals with hands-on Vectorworks experience who can articulate problem-solving reasoning and demonstrate current industry best practices.
Aerospace/Automotive Engineering Specialist
$63–$122 / hr. Micro1 seeks aerospace and automotive engineering specialists to complete CAD design tasks and 3D modelling work for an AI training project. You'll create mechanical parts, assemblies, and engineering drawings, then document your design workflows and reasoning step by step. The role suits experienced CAD professionals with mechanical design knowledge, ideally CATIA expertise, who can explain technical decisions clearly and evaluate engineering outputs for accuracy.
Aviation Subject Matter Expert – Commercial Pilot / Flight Ops
$40-$100 / hr. micro1 seeks commercial pilots with instrument and multi-engine ratings to evaluate AI-generated aviation content. You'll review approach procedures, cockpit briefings, and FAA chart accuracy against Part 135 standards. Prior AI experience unnecessary; your pilot expertise and understanding of IFR procedures, terminal operations, and aviation safety protocols are essential. Remote contractor role for those passionate about advancing operational excellence.
Marine Geology SME – Core Logging & Sedimentology
$40-$100 / hr. micro1 seeks marine geology experts to validate AI-generated content on core logging and sedimentology. You'll assess outputs covering marine lithology, sedimentary structures, and grain-size classifications, providing detailed feedback on accuracy and clarity. The role requires advanced qualification in marine geology or related discipline, extensive hands-on offshore core logging experience, and expertise in sediment identification and visual core description protocols.
Defense Analyst
$50-$100 / hr. micro1 seeks experienced defense analysts to evaluate AI-generated military scenarios for accuracy and realism. You'll assess operational assumptions, identify factual errors, and provide structured feedback on conflict analysis, civilian protection, and international humanitarian law application. Professional background in defense analysis, military operations, or conflict research required. Ideal for those with government or think tank experience.
Intelligence Agency Officer
$50-$100 / hr. micro1 seeks Intelligence Agency Officers with professional background in civilian intelligence organisations such as CIA, NSA, MI6 or GCHQ. You will analyse complex intelligence data, create realistic operational scenarios, and provide expert feedback to train AI systems. The role involves synthesising information, reviewing communications, and collaborating remotely on projects supporting government and defence sectors.
Intelligence Operations & Collection Expert
$50-$100 / hr. micro1 seeks intelligence operations specialists with current or former experience in civilian agencies like CIA, NSA, MI6, or GCHQ to evaluate AI-generated intelligence scenarios. Work involves assessing realism of collection methodologies, operational planning content, and national security decision-making materials. You will identify gaps and inconsistencies whilst providing structured feedback to improve AI reasoning. Requires demonstrated expertise in HUMINT, SIGINT, OSINT, or similar disciplines.
Senior Intelligence Analyst – National Security
$50-$100 / hr. micro1 seeks Senior Intelligence Analysts with civilian agency background (CIA, NSA, MI6, GCHQ or equivalent) to evaluate AI-generated intelligence assessments and national security scenarios. Work involves validating threat assessments, identifying analytical gaps and biases, assessing source credibility, and refining scenario materials. Requires expertise in strategic intelligence, counterterrorism, counterintelligence, or geopolitical analysis, plus strong analytical reasoning and written communication.
AI Jailbreak & Prompt-Injection Security Expert
$50-$90 / hr. micro1 seeks security specialists to evaluate AI system robustness through adversarial testing. You'll design methodologies for identifying jailbreaks, prompt injection vulnerabilities, and tool-use abuse scenarios. Work involves creating test frameworks, documenting findings, and collaborating with technical teams. A background in adversarial ML, red teaming, or AI safety is preferred, alongside demonstrated expertise—published research, open-source contributions, or conference participation. No prior AI experience required if you possess relevant domain knowledge.
Military Operations & IHL Expert
$50–$90 / hr. micro1 seeks Military Operations and International Humanitarian Law experts to train AI systems on defense-policy scenarios. Contributors will develop taxonomies, evaluation frameworks, and conflict-risk rubrics whilst applying expertise in warfighting, targeting law, and IHL to shape responsible AI development. Requires 5+ years relevant experience and advanced degree or equivalent operational background. Prior policy, research, or advisory roles preferred.
Nuclear & Radiological Security Expert
$50–$90 / hr. micro1 seeks nuclear and radiological security experts to develop evaluation standards, information abstraction frameworks, and escalation protocols for AI training initiatives. You'll work on nonproliferation safeguards, risk benchmarking, and technical guidelines for nuclear safety. The role suits professionals with 5+ years' experience in nuclear physics, radiological safety, safeguards, or related government, laboratory, or regulatory backgrounds. No prior AI experience required.
Senior Photographer
$55–$105 / hr. micro1 seeks experienced senior photographers to support AI training by providing high-quality imagery and detailed visual analysis. You'll describe, label, and contextualise photographs to help systems interpret visual data, working remotely as a contractor. Requires 5+ years professional photography experience, proficiency in Adobe Photoshop or Lightroom, a strong portfolio, and capability with image metadata. Remote work experience and excellent written communication essential.
Paralegal
$40–$80 per hour. Micro1 seeks experienced US-qualified paralegals to train AI systems on legal work. You'll perform realistic document review, legal research, and citation verification tasks, explaining your reasoning and flagging ambiguities for attorney review. The role suits paralegals with 5+ years' hands-on experience in litigation, corporate, or regulatory practice who can work flexibly around 10+ hours weekly. Prior AI experience unnecessary.
Smartwatch User
$70 per device submitted. This micro1 research project invites smartwatch users to contribute their wearable health data for AI model training. Applicants must own and actively wear a supported device (Oura, WHOOP, Garmin, Samsung Galaxy Watch, Google Fitbit/Pixel Watch, or Apple Watch) with at least 18 months of continuous data recorded within the last six months, tracking at least two metrics: sleep, activity, or heart rate. The task involves downloading your data export and uploading it as an unedited ZIP file through a provided form.
Wearable Electronic User
$70 / hr. micro1 seeks wearable device users to export and upload historical health data from Oura, WHOOP, Garmin, Samsung, Fitbit, or Apple Watch accounts. This is a one-time task per device requiring at least 18 months of continuous tracking data, with no prior AI experience needed. Suitable for those comfortable with data export and file management.
Hospitality Worker (Toast POS User)
$28–$92 / hr. Micro1 seeks hospitality workers with hands-on Toast POS experience to train AI systems in restaurant technology. You'll analyse POS workflows, create documentation reflecting real operations, evaluate transaction data, and articulate best practices across different restaurant concepts. Current employment in hospitality using Toast POS daily is preferred, along with strong communication and process-documentation abilities.
Army Combat Operations Expert
$40–$80 / hr. micro1 seeks current or former Army personnel with hands-on combat operations experience to evaluate AI-generated military scenarios. You will assess tactical accuracy, operational realism, and compliance with Rules of Engagement and international humanitarian law, providing detailed written feedback. Infantry, artillery, armour, aviation, or combat engineering backgrounds essential. Deployments, specialist qualifications, and instructor experience valued.
Business Operations Expert
$45–$90 / hr. micro1 seeks experienced operations professionals to design benchmark tasks that measure AI capability against real-world business workflows. You'll create multi-step exercises with objective grading criteria, drawing on your hands-on experience in process design, reporting, and workflow management. No AI background required; your domain expertise and ability to translate operational work into reproducible, measurable tasks is what counts.
Defense Analyst
$40-$80 / hr. micro1 seeks experienced defense analysts to evaluate AI-generated military scenarios for accuracy and analytical soundness. You'll assess military capabilities, operational assumptions, and conflict analysis, identify errors in reasoning, and provide structured written feedback. Ideal for professionals with background in defense research, military operations, conflict analysis, or national security work, particularly those familiar with international humanitarian law and rules of engagement.
Fighter Pilot
$40-$80 / hr. micro1 seeks current or former military fighter pilots and weapons systems officers to evaluate AI-generated scenarios on combat operations and tactical decision-making. You will assess the realism and accuracy of mission planning, air-to-air and air-to-ground operations, and weapons employment, then provide written feedback based on real-world operational experience. Experience with F-16, F/A-18, F-15, F-35, A-10 aircraft or equivalent preferred; Weapons School graduates and instructor pilots particularly welcome.
Finance & Accounting Expert
$40-$90 / hr. micro1 seeks finance and accounting experts to design benchmark tasks measuring AI system performance. You will develop realistic multi-step exercises—FP&A analysis, financial reporting, audit work, reconciliations—with objective grading standards. Work requires five years' hands-on experience and ability to create structured review frameworks. Project-based, fully remote, paid per approved task. Excel proficiency and written English essential; CPA or equivalent preferred but not required.
HR & People Operations Expert
$45–$90 / hr. micro1 seeks HR and people operations practitioners to design benchmark tasks measuring AI capability in real workflows. You'll create multi-step exercises drawn from payroll, workforce planning, policy application, and employee lifecycle work—with objective grading criteria and supporting materials. Requires 5+ years direct HR responsibility and strong English (C1 preferred). No AI experience necessary.
Legal & Compliance Expert
$45–$90 per hour. micro1 seeks experienced legal and compliance practitioners to design benchmark tasks measuring AI system capabilities. Work involves converting real workflows—contract review, due diligence, regulatory assessment—into multi-step exercises with objective grading criteria. Requires 5+ years hands-on responsibility, structured review experience, and strong English (C1 preferred). No AI background necessary; domain expertise and judgment are central.
Military Operations Expert
$40-$80 / hr. Micro1 seeks current or former military professionals with operational experience to evaluate AI-generated military scenarios for tactical accuracy and adherence to rules of engagement and international humanitarian law. You'll assess combat operations, targeting scenarios, and weapons employment, providing structured written feedback to improve AI reasoning. Roles including infantry, special operations, aviation, artillery, naval operations, and military intelligence are suited. Combat deployment or operational command experience highly desirable.
Procurement & Vendor Management Expert
$45–$90 / hr. Experienced procurement and vendor management professionals design benchmark tasks for AI evaluation on micro1. You'll translate real workflows—supplier assessment, bid comparison, vendor risk analysis—into multi-step exercises with objective grading criteria. No AI experience needed; your domain expertise in procurement, sourcing or vendor management is what counts. Fully remote, task-based contracting.
Special Forces Operator
$40–$80/hr. micro1 seeks current or former Special Operations Forces personnel to evaluate AI-generated military scenarios and tactical decision-making exercises. You'll assess operational realism, identify inaccuracies, and provide structured written feedback on combat scenarios, mission planning, and Rules of Engagement compliance. The role suits those with hands-on special operations experience, combat deployments, or tactical instruction background.
Weapons Systems Operator
$40–$80 / hr. micro1 seeks current or former military weapons systems operators to assess AI-generated military scenarios for accuracy and operational realism. You'll evaluate air defence, missile, naval, and tactical aviation systems, identify technical errors, and provide written expert feedback on weapons employment and tactical decision-making against Rules of Engagement and international law. Prior deployment or live-fire experience valued.
Military Legal Advisor
$70–$120 / hr. micro1 seeks military legal advisors to evaluate lawful and unlawful boundary cases in defense and international law, training AI systems on complex legal reasoning. The role suits Judge Advocates, international humanitarian law specialists, and those with operational military legal experience. You will assess model responses, analyse legal defensibility, and collaborate with other experts on taxonomy refinement and disputed cases. No AI background required.
Pharmacists: Paid Expert Review for Clinical AI Benchmarks
$90 / hr. Terac is recruiting practising pharmacists to review de-identified clinical cases and pharmaceutical imagery for an AI benchmarking project. You'll assess clinical markers, develop evaluation rubrics, and document professional judgement asynchronously. The role suits retail, clinical, and hospital pharmacists with strong case review capabilities and ability to communicate complex medical reasoning clearly.
Applied Scientists — Machine Learning (MSc. or PhD)
$60–$120/hour. Micro1 seeks machine learning specialists with MSc or PhD to develop, implement and validate ML models, training pipelines and inference systems. The role is heavily coding-focused, requiring Python proficiency and experience with coding agents. Work involves building reproducible workflows, optimizing performance, debugging failures and verifying correctness against specifications. Fully remote, flexible scheduling, approximately 15 hours weekly, contractor basis with output-based compensation.
Machine Learning Researcher (MSc. or PhD)
$60–$120/hour. micro1 seeks Machine Learning Researchers with an MSc or PhD to develop and validate ML models, training pipelines, and inference systems. This coding-intensive role involves implementing model components, building reproducible Python workflows, and optimizing numerical systems. Contractors work flexibly around 15 hours weekly. Experience with Python, coding agents, and work at established tech firms or research organisations is essential.
Cyber Threat Intelligence SME
$70–$110/hr. micro1 seeks Cyber Threat Intelligence SMEs to evaluate AI models on advanced threat scenarios. You'll map CTI cases to taxonomies, author boundary cases on surveillance and attribution, grade threat responses, and identify over-refusal instances. Domain expertise in nation-state operations, APT tracking, and threat attribution is essential. Prior AI evaluation or red-teaming experience is valued. Remote contractor role.
Data Science & Analytic Methodology SME
$60–$100 / hr. micro1 seeks data science and analytics specialists to evaluate large language models on real-world government and defence scenarios. You will author analytic cases, assess model responses, identify failure modes, and document edge cases to improve AI performance. Domain expertise matters more than prior AI experience. Teaching, pipeline integration, and government/intelligence background are valued. Remote contractor role.
Life Sciences Research Expert (Python)
$60–$120/hour. micro1 seeks life sciences researchers with strong Python skills to evaluate advanced AI systems. You will create and solve rigorous scientific problems, develop reproducible Python analyses, and review solutions for correctness. Expertise in medicine, computational biology, neuroscience, genetics, bioinformatics, or related disciplines required. Work is fully remote, flexible, and output-based; approximately 15 hours weekly.
Bluebook Citation Specialist (Law Students & Recent JDs)
$50–80/hour. micro1 seeks law students (2L, 3L) and recent JD graduates with law review or journal cite-checking experience to review Bluebook rubrics, identify edge cases, and create sample citation-checking tasks. Work involves applying Bluebook rules consistently, explaining citation errors with reasoning, and delivering assignments on schedule. Prior AI experience is not required; Bluebook fluency and editorial judgment are essential.
Law Review Cite-Checker
$50–80/hour. micro1 seeks law students (2L, 3L) and recent JD graduates with law review or law journal cite-checking experience to review Bluebook rubrics, identify gaps and edge cases, and create sample citation-checking tasks spanning multiple difficulty levels. Bluebook fluency and editorial judgment are essential; no AI background required. Remote, contractor basis.
Legal Citation Specialist (Law Students)
$50–80/hour. micro1 seeks law students (2L, 3L) and recent JD graduates with law journal experience to review citation-checking rubrics, identify gaps and edge cases, and create sample tasks demonstrating Bluebook errors and corrections. Ideal candidates have hands-on cite-checking experience and can apply rules consistently while flagging ambiguous cases. No AI background required; editorial judgment and citation fluency are essential.
Photographer
$35–$105 / hr. micro1 seeks professional photographers to train AI systems by providing high-quality images and detailed annotations. Responsibilities include writing image descriptions, labelling visual content, and organizing submissions according to project guidelines. Preferred candidates have portfolio experience in portraiture, landscapes, or commercial work, alongside proficiency in Adobe Photoshop or Lightroom. No AI background required.
Hardware Expert (MSc. or PhD)
$60–$120/hour. micro1 seeks hardware engineers with MSc or PhD to develop AI training problems grounded in real engineering scenarios. You'll create rigorous technical challenges, develop reference solutions using appropriate tools, and validate results through calculations, simulation, or testing. This role suits engineers with proven ownership of substantial projects—production systems, validated models, test systems, or complex failure diagnosis. Fully remote, flexible scheduling, ~15 hours weekly.
Mechanical Engineering Expert (MSc. or PhD)
$60–$120/hour. micro1 seeks a Mechanical Engineering expert with MSc or PhD to develop and validate engineering problems across structural, thermal, and multiphysics domains. The role is coding-heavy, requiring proficiency with Python and coding agents to translate physical requirements into computational models, generate geometry and meshes, and run simulations. Flexible, fully remote contractor work at approximately 15 hours weekly.
ML Engineer (MSc. or PhD)
$60–$120/hour. micro1 seeks experienced ML engineers with a master's degree or PhD to develop and validate machine-learning models, training pipelines, and inference systems. The role is coding-heavy, requiring strong Python proficiency and practical experience with coding agents. Work involves implementing model components, building reproducible workflows, and optimizing performance. Fully remote, flexible scheduling, contractor basis with approximately 15 hours weekly commitment.
PhysioNet Competitor (Biomedical Signal Processing & ML)
$60–$120/hour. micro1 seeks biomedical signal processing specialists with competition experience to create and solve rigorous technical problems involving physiological signals and machine learning. You'll develop reference solutions in Python or MATLAB, working with ECG, EEG, PPG, and other clinical time-series data. Ideal candidates have participated in PhysioNet Challenges or comparable biomedical competitions and can demonstrate substantive personal contributions through papers, repositories, or official results. Flexible, fully remote contractor role (~15 hours weekly).
Puzzle Solver (Coding)
$60–$120/hour. micro1 seeks competitive programmers to solve self-contained algorithmic challenges for AI training. Work involves debugging unfamiliar code, implementing solutions to logic problems, and testing against constraints. A Codeforces profile demonstrating meaningful competitive-programming experience is required. Fully remote, flexible scheduling, approximately 15 hours weekly. Output-based compensation; minimum submission requirements apply.
STEM Expert (MSc./PhD)
$60–$120/hour. Micro1 seeks STEM experts with deep knowledge in chemistry, biology, mathematics, physics, earth science, or robotics to solve complex scientific problems and evaluate AI-generated solutions. Work involves technical problem-solving, Python coding, and reviewing solutions for scientific correctness. Flexible, fully remote contractor role with approximately 15 hours weekly. Output-based compensation; rapid onboarding required.
App Security Expert
$40-$80 / hr. micro1 seeks application security experts to design security fixtures and test cases for AI training, focusing on OWASP LLM risks and agent-based vulnerabilities. Work involves creating deterministic security assessments, documenting methodologies, and evaluating synthetic tasks. Ideal for remote contractors with 5+ years in AppSec, secure development, or cybersecurity engineering who can communicate findings clearly and contribute to pipeline improvement.
Software Engineer (GitHub Contributor)
$50–100/hr. Contract role on micro1 for experienced backend engineers to build reinforcement learning environments and coding tasks for AI model training. You'll create reproducible problems involving feature implementation, bug fixes, refactoring and performance work, then implement verifiers to validate AI solutions. Requires demonstrable backend expertise in Python, Java, Go, Rust, TypeScript or C++, strong debugging skills and algorithmic knowledge. Remote, worldwide.
Software Engineer (Open Source Contributor)
$50–100/hr. Micro1 seeks remote contractors with strong backend development expertise to create reproducible coding challenges and solutions for AI training. You'll build realistic tasks involving feature implementation, bug fixes, and performance optimisation, then implement deterministic verifiers. Work requires proven experience in Python, Java, Rust, Go, C++, or TypeScript, with demonstrated ability in debugging, system optimisation, and large-scale refactoring. No prior AI experience needed.
Investment Finance Professionals: Paid Independent Authoring and Task Work
$91 / hr. Terac seeks investment finance professionals—analysts, portfolio managers, and financial writers—to author and complete domain-specific tasks asynchronously. Work involves writing detailed financial content and solving structured problems, with independent time management via Insightful tracking software. Suits experienced professionals comfortable working remotely and self-managing project schedules.
Competitive Data Scientist (Kaggle)
$60–$120/hour. micro1 seeks experienced competitive data scientists to design machine learning tasks with reproducible environments, verified reference solutions, and reliable evaluation criteria. You'll draw on competition experience from platforms like Kaggle or DrivenData to build tasks, test them against coding agents, identify flaws, and document requirements. Strong Python skills and proven quantitative problem-solving ability essential.
Internal Medicine Hospitalist
$80–$115 / hr. micro1 seeks Internal Medicine Hospitalists to evaluate medical records and clinical documentation for AI model training. You will review FHIR data, assess accuracy and completeness of inpatient notes, identify inconsistencies in dosing and clinical details, and provide structured feedback. Requires MD or DO, board certification in Internal Medicine, minimum 5 years hospitalist experience, and current or recent inpatient practice within 2 years.
Pediatric Hospitalist
$80–$115/hr. Pediatric hospitalists contribute clinical expertise to AI training by reviewing inpatient paediatric medical records and documentation on micro1. The role involves assessing clinical accuracy, identifying documentation gaps, and providing feedback to improve AI model performance. Requires MD or DO with paediatric board certification and current or recent hospitalist experience.
Family Medicine Hospitalist
$80–$115 / hr. micro1 seeks Family Medicine Hospitalist physicians to review inpatient medical records and clinical documentation for AI training purposes. You'll assess clinical accuracy, identify inconsistencies, and provide feedback to improve AI model performance. Requires MD or DO with Family Medicine board certification, minimum five years' hospitalist experience, and current or recent inpatient work. Chart review or documentation improvement background preferred.
Rates trader
$80-$100 / hr. micro1 seeks experienced rates traders to evaluate AI-generated trading strategies for an investment bank's algorithmic desk. You'll assess model outputs against real market practice, create representative trading scenarios, and provide feedback on simulated performance. Prior AI experience is unnecessary; practical expertise in interest rate swaps, swaptions, treasury futures, SOFR, and repo trading is essential. Algorithmic trading background is valued but not required.
Hospitalist Physician
$70–$115 / hr. micro1 seeks hospitalist physicians to review inpatient medical records, clinical notes, and FHIR data for AI training purposes. You will assess documentation accuracy, identify inconsistencies, and provide feedback to improve model performance. Board certification in Internal Medicine, Pediatrics, or Hospital Medicine required, with current or recent inpatient experience. Chart review or clinical documentation improvement experience preferred.
Senior Mobile Developer
$50–$100/hr. Senior mobile developers create challenging coding tasks for AI systems on micro1, designing reproducible environments and reference solutions. Work spans cross-platform (TypeScript, JavaScript, Dart), iOS (Swift), or Android (Kotlin) development. Tasks involve debugging, feature building, refactoring, and performance work. Output-based compensation with minimum weekly submission requirements.
Software Engineer – Backend
$30–$100/hr. micro1 seeks backend engineers to create coding tasks and deterministic verifiers for AI training. You'll design feature implementation and bug-fix challenges, then build validators accepting valid solutions. Requires strong backend expertise in Java, Node.js, Go, Rust, TypeScript, Python or C++, plus proven experience with scalable services, debugging and testing. Flexible contractor role (~15 hours weekly). No AI experience necessary; domain knowledge is key.
Art Related Professional
$35–$105 / hr. micro1 seeks art professionals to evaluate and curate aesthetic visual content for AI training. You'll assess images for composition, lighting, colour, originality and technical quality, then document your reasoning in written feedback. No AI experience required. Suited to photographers, art directors, designers, illustrators or curators with demonstrated visual expertise and strong communication skills.
Graphic Designer
$35–$105 / hr. micro1 seeks graphic designers to create visual assets training AI systems. You'll produce illustrations, layouts, and branded materials; critique existing designs; and collaborate with stakeholders through feedback cycles. Proficiency in Adobe Creative Suite or Figma, a strong portfolio, and clear communication are expected. Prior AI experience is unnecessary—domain expertise in design is what counts.
Software Engineer
$30-$100 / hr. Micro1 seeks backend engineers to create coding tasks and deterministic verifiers for AI model training. The role involves designing realistic feature implementation and bug-fix challenges, then building verification systems to assess solutions. You'll apply domain expertise across Python, Java, Go, Rust, TypeScript, or C++. Strong testing background preferred. Work approximately 15 hours weekly with flexible scheduling.
Simulation Expert — Real-to-Sim 3D Environments & Assets
$60–$100 / hr. micro1 seeks simulation experts to build and configure 3D environments and assets for AI training projects. You'll translate real-world objects into physics-accurate simulations using platforms like Isaac Sim, Gazebo, or MuJoCo, tuning parameters to match physical behaviour. Prior robotics simulation, 3D modelling, or CAD experience is essential; AI background is not. Role suits specialists comfortable with scientific collaboration and technical detail work.
CAD Design Expert (Instructor)
$40–$90 / hr. micro1 seeks experienced mechanical design engineers to create AI training materials on complex CAD assemblies. You'll analyse 3D models, formulate technically rigorous questions about component interaction and motion, and validate solutions. Ideal for those with 5+ years hands-on experience in parametric CAD tools, mechanical systems, and assembly constraints, with strong ability to explain engineering reasoning clearly.
Senior Mechanical Design Engineer
$40–$90 / hr. micro1 seeks Senior Mechanical Design Engineers to support AI training via detailed analysis of complex CAD assemblies. You'll formulate challenging technical questions, validate answers from models, review AI outputs for reasoning errors, and document findings with precision. Suited to experienced designers with 5+ years owning multi-part assemblies, mastery of parametric CAD, teaching or mentoring background, and expertise in industrial, robotics, automotive, aerospace, medical devices, or consumer product design.
Software Engineers: Paid Code Review for AI Agent Evaluation
$65 / hr. Terac is recruiting practising software engineers to evaluate coding tasks and assessment frameworks designed to benchmark AI agents. You'll review evaluation harnesses, test case logic, and real-world relevance through guided conversation and screen-sharing. Ideal for backend engineers, full-stack developers, ML engineers, and architects with solid experience in testing and code review.
Photography Evaluators: Paid Task on Image Quality and Brand Guidelines
$60/hr. Terac is recruiting experienced photographers, visual designers, and brand specialists to evaluate image quality and brand alignment in a paid remote study. The work involves calibration tasks assessing photograph pairs against established criteria, suitable for those with strong visual judgement and familiarity with brand style guides who can justify aesthetic decisions systematically.
Brand Evaluators: Image Evaluation Task
$85 / hour. Terac is recruiting evaluators to assess image alignment with brand guidelines in a paid study on visual consistency. The work involves a 30-minute calibration task reviewing image pairs against provided guidelines, submitting structured feedback, then progressing to future review opportunities. Suited to those with strong visual attention to detail, including brand reviewers, graphic designers, content moderators, and media curators.
Senior Electronics Quality Engineer
$60 / hr. micro1 seeks experienced electronics quality engineers to evaluate PCBs, semiconductor packages, and wire harness assemblies for AI training purposes. You'll review Gerber files, perform IPC-standard inspections, analyse AOI defects, identify counterfeit components, and conduct advanced imaging analysis. Requires 8+ years in PCB assembly, failure analysis, or semiconductor packaging, with IPC certification preferred. Flexible contractor role, approximately 10 hours weekly.
Mechanical Design Engineer – CAD & Manufacturing
$40–$80 / hr. Mechanical design engineers with CAD expertise are sought to train AI systems on real engineering problems via micro1. The work involves creating and interpreting technical drawings, producing 2D and 3D models, applying GD&T principles, and documenting manufacturing processes. Applicants should have proven experience transitioning designs from concept to production and expert-level proficiency across multiple CAD platforms.
Backend Security Engineer
$30-$100 / hr. Backend Security Engineer on micro1 creating coding challenges and verification systems for AI training. Requires strong backend expertise in languages like Python, Java, Rust, or TypeScript, plus experience building scalable services and APIs. Cybersecurity or SecOps background highly valued. Flexible contractor role, approximately 15 hours weekly, output-based compensation with minimum submission requirements.
Senior Software Engineer
$30-$100 / hr. Senior Software Engineer role on micro1 for AI training. You'll design coding tasks and verifiers to help train AI systems, leveraging backend expertise in languages including Python, Java, Rust, TypeScript and C++. Requires strong experience building scalable services, debugging, performance work and automated testing. Flexible remote contractor position with approximately 15 hours per week; output-based compensation per approved task.
Expert Opportunity – Academic Researcher / Postdoctoral Fellow
$70/hr. Ethos seeks postdoctoral researchers with 3+ years post-PhD experience to train a foundational AI lab's language model on professional presentations and slide decks. Work involves creating and evaluating AI-generated outputs for conference presentations, research posters, grant figures, and lab communications. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Accountant / Finance Operations & Audit Support
$80/hr. Ethos seeks experienced accountants and finance operations professionals with 5+ years in corporate accounting, audit support, or financial operations to train an AI model on professional accounting workflows. Work involves creating and evaluating AI-generated documents, spreadsheets, and slide decks covering close reconciliations, audit schedules, aging reports, variance analyses, and control testing. Requires deep GAAP expertise, spreadsheet proficiency, and excellent attention to detail. Flexible commitment of 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Agency Account Director
$70/hr. Ethos seeks experienced agency account directors with 5+ years' background to train an AI lab's language model on professional presentation tasks. You'll create and evaluate AI-generated slide decks for client pitches, campaign recommendations, planning materials, and RFP responses. The role suits those with proven expertise in client-facing presentations and PowerPoint craftsmanship. Flexible commitment, 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Biologist / Environmental Scientist
$90/hr. Ethos seeks experienced biologists and environmental scientists with 4+ years' background in ecological research, consulting, or applied biology. You'll evaluate and refine AI-generated documents, spreadsheets, and presentations covering environmental impact assessments, biodiversity surveys, water and soil monitoring, regulatory submissions, field methodologies, and conservation proposals. Flexible commitment, 5–20 hours weekly or more, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Brand / Creative Direction & Marketing Collateral
$80/hr. Ethos seeks experienced brand and creative directors to train an AI lab's language model on professional document, spreadsheet and slide deck tasks. You'll evaluate and refine AI-generated marketing collateral including brand positioning decks, campaign briefs, visual identity guidelines, pitch decks and content calendars. Requires five years leading brand strategy or creative direction for consumer or B2B organisations, with a portfolio demonstrating professional design judgement and narrative craft.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Brand Strategist / Brand Manager
$70/hr. Ethos seeks experienced brand strategists and managers to train an AI lab's language model on professional presentations and slide decks. You'll create and evaluate AI-generated brand strategy decks, positioning presentations, campaign rationale slides, and brand plans. Requires 4+ years at leading brands, agencies, or CPG firms, plus a portfolio demonstrating strategic impact. Flexible commitment, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Business Intelligence/Data Analyst
$80/hr. Ethos seeks experienced BI and data analytics professionals with 4+ years' experience to train a foundational AI lab's language model. Work involves evaluating and refining AI-generated business documents, dashboards, spreadsheets, and presentations across workflows including KPI reporting, performance analysis, and self-serve analytics templates. Fully remote, flexible 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Chief of Staff / Business Operations Lead
$80/hr. Ethos seeks experienced chiefs of staff and business operations leaders with 4+ years supporting C-suite executives to train an AI language model on professional presentation tasks. Work involves creating, evaluating and refining AI-generated slide decks for board meetings, executive offsites, all-hands presentations and strategic planning documents. Flexible commitment, 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Corporate Communications Manager
$70/hr. A foundational AI lab seeks experienced corporate communications professionals to train a language model on professional presentation tasks. You'll create, evaluate and refine AI-generated slides for all-hands meetings, executive talking points, crisis materials and leadership offsites. Requires 4+ years owning executive-level presentations at significant companies and expert PowerPoint skills. Flexible commitment via Ethos.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Corporate Strategy Manager
$80/hr. Ethos seeks experienced corporate strategy professionals to train a foundational AI lab's language model on professional presentation and slide deck creation. You'll evaluate and refine AI-generated materials across strategy workflows: annual reviews, market analyses, business cases, competitive briefings, and board materials. Requires 4+ years in corporate strategy roles at major firms, with proven expertise in executive-level presentation craft and strong written communication.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Creative Director / Art Director
$80/hr. Ethos seeks experienced creative and art directors with 6+ years at leading agencies or studios to train an AI lab's language model on professional presentation and slide deck work. You'll create and evaluate AI-generated presentations, concept boards, campaign narratives, and design rationale slides for client and executive audiences. Fully remote, flexible commitment of 5–20 hours weekly or more. Requires portfolio demonstrating successful creative presentations and expert-level PowerPoint skills.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Customer Success / Support Operations Lead
$70/hr. Ethos is seeking experienced customer success and support operations leaders with 4+ years managing B2B SaaS teams to train a foundational AI lab's language model. Work involves creating and evaluating AI-generated documents, spreadsheets, and presentations for professional workflows—health-score dashboards, renewal forecasting, QBR decks, runbooks, and playbooks. Flexible commitment, 5–20 hours weekly, fully remote, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Customer Success Manager (Enterprise)
$70/hr. Ethos seeks experienced enterprise customer success managers to train an AI lab's language model on professional presentation tasks. You'll create and evaluate AI-generated slide decks for QBRs, renewal cases, and executive updates, drawing on 4+ years' experience running enterprise reviews. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Customer/User Researcher
$70/hr. Ethos seeks experienced customer and user researchers with 4+ years conducting studies to train a foundational AI lab's language model. You'll create, evaluate and refine AI-generated professional documents, spreadsheets and presentations covering research workflows: usability test findings, interview synthesis, survey analysis, discussion guides, repository tagging and journey maps. Requires mastery of thematic coding, survey methodology, and document craftsmanship.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Cybersecurity / IT GRC Specialist
$90/hr. Ethos seeks cybersecurity and IT GRC specialists with 5+ years' experience to train an AI lab's language model on professional documents, spreadsheets, and presentations. You'll create and evaluate materials covering SOC 2, ISO 27001, risk assessments, vendor due diligence, incident response, and security dashboards. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Document, Deck & Spreadsheet QA Specialist
$70/hr. Ethos seeks document and spreadsheet QA specialists with 5+ years' experience in business document review. You'll evaluate and refine AI-generated documents, spreadsheets, and presentations across workflows including board decks, financial models, executive memos, and client proposals. The role demands meticulous attention to formatting consistency, formula accuracy, and compliance. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Economic Consultant
$80/hr. Ethos seeks experienced economic consultants with 3+ years' consulting background to help train an AI lab's language model on professional presentations and slide decks. Work involves creating and evaluating AI-generated outputs across expert reports, damages analysis, econometric communication, regulatory submissions and client materials. Flexible, remote engagement of 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Educator / School Professional
$80/hr. Ethos seeks experienced K-12 educators and school leaders to train an AI model on professional documentation tasks. You'll evaluate and refine AI-generated unit plans, curriculum maps, progress reports, and school materials. The role suits educators with 4+ years classroom teaching, instructional coaching, or administration experience, plus expertise in standards-aligned design and document production. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Engineering / Manufacturing & Technical Ops
$90/hr. Ethos seeks engineering, manufacturing and technical operations professionals with 5+ years' experience to train an AI lab's language model on professional documents, spreadsheets and slide decks. Work involves creating and evaluating AI outputs for production capacity models, bills of materials, failure analysis, maintenance schedules, quality checklists and supplier packages. Fully remote, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Enterprise Account Executive (B2B)
$80/hr. Ethos seeks experienced enterprise account executives with 5+ years selling complex B2B deals to train an AI model on professional presentation tasks. You'll create and evaluate slide decks for customer pitches, executive briefings, business cases, proposals, and deal materials. Expert PowerPoint proficiency and strong written communication essential. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Executive Communications Manager / Speechwriter
$70/hr. Ethos seeks experienced executive communications professionals and speechwriters to train an AI lab's language model on professional presentations and slide decks. You'll evaluate and refine AI-generated outputs for keynotes, conference presentations, CEO narratives, earnings calls, and thought leadership materials. Requires 4+ years writing for senior leaders and a portfolio of keynotes delivered at significant venues. Flexible commitment, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – FP&A Manager / Director
$80/hr. Ethos seeks experienced FP&A managers and directors (5+ years) to train an AI language model on professional presentations. You'll create, evaluate and refine AI-generated slide decks covering business reviews, budgets, forecasts, variance analysis and board packages. Requires deep expertise in financial storytelling, executive reporting and PowerPoint craftsmanship. Flexible commitment, 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Government / Public Administration Professional
$70/hr. Ethos is recruiting government and public administration professionals with 5+ years' experience to train an AI model on policy documents, spreadsheets and presentations. You'll create and refine outputs for typical agency workflows: policy briefs, interagency reports, grant compliance packages, constituent correspondence and budget narratives. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Humanities / Arts / Culture Professional
$70/hr. Ethos seeks humanities and arts professionals with 4+ years' experience in museums, galleries, cultural institutions, or academic settings to train a foundational AI lab's language model. You'll create, evaluate and refine AI-generated exhibition catalogues, funding applications, collection spreadsheets, donor presentations, programming outlines and artist profiles. The role suits experienced cultural professionals with strong research methods, scholarly writing ability and expert document craftsmanship. Flexible commitment, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Incident Management / SRE & Reliability Lead
$80/hr. Ethos seeks experienced site reliability engineers and incident management leads with 4+ years production incident experience to train an AI lab's language model. You'll create and evaluate AI-generated documents, spreadsheets and presentations covering postmortems, runbooks, severity escalations, SLO reports and reliability reviews. Flexible commitment, 5–20 hours weekly, fully remote, start immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Independent Strategy & Presentation Consultant
$80/hr. Ethos seeks independent consultants with 5+ years' experience building client presentations to evaluate and refine AI-generated slide decks and strategy materials. Work includes full-deck creation, storytelling workshops, restructuring, and executive summary writing. Requires demonstrable portfolio, expert PowerPoint skills, and preferably prior consulting or banking experience. Flexible, remote engagement with 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Legal, Privacy & Regulatory Compliance Analyst
$90/hr. Ethos seeks privacy and regulatory compliance professionals with 5+ years' experience to train an AI lab's language model on professional document workflows. You'll evaluate and refine AI-generated materials covering DPIAs, processing records, GDPR and CCPA assessments, privacy notices, vendor agreements, and breach protocols. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Management Consultant (Advisory & Transformation)
$80/hr. Ethos seeks experienced management consultants from top advisory firms (Deloitte, PwC, EY, KPMG, Strategy&) with 4+ years' experience to train an AI language model on professional presentation and slide deck workflows. Work involves creating and evaluating AI-generated client proposals, transformation roadmaps, operating models, and executive materials. Flexible commitment of 5–20 hours weekly, fully remote, immediate start.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Market Research & Consumer Insights Manager
$70/hr. Ethos seeks experienced market research and insights professionals to train an AI lab's language model on professional presentation tasks. You'll evaluate and refine AI-generated slide decks across research readouts, survey exhibits, segmentation analyses, and insight storytelling. Requires 4+ years turning research into executive-ready presentations and expert PowerPoint skills. Flexible commitment, 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Market Research / Competitive Intelligence Analyst
$70/hr. Ethos seeks market research and competitive intelligence professionals with 4+ years' experience to train an AI language model on professional workflows. You'll create and evaluate documents, spreadsheets, and slide decks covering competitive positioning, market sizing, battlecard analyses, benchmarking reports, survey summaries, and pricing matrices. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately. Requires demonstrated expertise in market sizing models and direct experience informing go-to-market decisions.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Marketing Manager (B2B)
$70/hr. This role involves working with a foundational AI lab to evaluate and refine machine-generated business presentations. You'll assess slide decks across marketing plans, campaign reviews, product launches, budget proposals, and event materials, drawing on 4+ years' B2B marketing experience at senior organisations. The work is fully remote with flexible scheduling across 5–20 hours weekly. Ethos is the platform.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Media / Journalism / Communications Professional
$70/hr. Ethos seeks media and communications professionals with 5+ years' experience to train an AI lab's language model on professional documents, spreadsheets, and presentations. You'll evaluate and refine AI-generated content for press releases, briefing memos, crisis communications, style guides, and newsletters. Work flexibly, 5–20 hours weekly, fully remote. Requires strong editorial judgment, AP style mastery, and deadline experience.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Nonprofit / Philanthropy / Community Programs
$70/hr. Ethos seeks nonprofit and philanthropy professionals with 4+ years' experience to train an AI language model on document, spreadsheet, and slide deck tasks. You'll create and evaluate AI-generated materials for grant proposals, donor reports, programme logic models, board briefings, needs assessments, and stewardship plans. Flexible commitment, 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Operations Manager / Capacity & Process Improvement
$70/hr. Ethos seeks operations managers with 4+ years' experience to train an AI model on professional document, spreadsheet, and slide tasks. You'll create and evaluate AI-generated outputs for capacity planning, SOPs, workflow maps, forecasts, and process improvement materials. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately. Requires proven expertise in spreadsheet modelling, process improvement, and operational documentation.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – People Ops / Recruiting Generalist
$70/hr. Ethos seeks experienced HR and recruitment professionals with 4+ years background to train an AI model on people operations tasks. You'll evaluate and refine AI-generated job descriptions, offer letters, HR policies, performance-review templates, and compensation tracking tools. The work suits generalists comfortable authoring recruitment and people-management documents at expert level. Fully remote, flexible 5–20 weekly hours.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Personal Finance / Consumer Planning Advisor
$70/hr. Ethos is recruiting experienced personal finance advisors with 4+ years' client-facing experience to help train a foundational AI lab's language model. You'll evaluate and refine AI-generated financial documents, spreadsheets and presentations covering household cash-flow plans, retirement models, debt payoff schedules and risk assessments. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Pharmaceutical Brand / Commercial Manager
$80/hr. Ethos is recruiting experienced pharmaceutical brand and commercial managers to train an AI lab's language model on professional presentation tasks. You'll create and evaluate AI-generated slide decks for brand plans, product launches, market reviews, payer value propositions, and sales materials. Requires four years' pharma brand management experience with demonstrable expertise in PowerPoint and presentation design. Flexible commitment between five and twenty hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Policy Researcher / Think Tank Analyst
$70/hr. Ethos seeks experienced policy researchers and think tank analysts with 3+ years' background to train an AI lab's language model on professional presentations and slide decks. You'll evaluate and refine AI-generated outputs across policy briefings, data exhibits, testimony materials, and stakeholder slides. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Presentation Specialist / Visual Graphics Designer (Consulting)
$70/hr. Ethos seeks presentation specialists with 4+ years at top consulting firms or banks to train an AI lab's language model on professional slide deck tasks. Work involves evaluating and refining AI-generated presentations, designing layouts, formatting charts, and ensuring brand compliance. Fully remote, flexible 5-20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Pricing Strategist / Revenue Economics Analyst
$90/hr. Ethos seeks pricing strategists and revenue economics analysts with 5+ years' experience to train an AI lab's language model on professional workflows. You'll create and evaluate documents, spreadsheets, and presentations covering elasticity models, packaging recommendations, discount governance, competitive benchmarking, revenue waterfalls, and pricing experiments. The role demands advanced Excel/Sheets proficiency and strong written communication. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Procurement / Vendor Management Lead
$70/hr. Ethos seeks procurement and vendor management leads with 4+ years' experience to train an AI model on professional documents, spreadsheets and presentations. Work involves evaluating and refining AI output across RFP/RFQ drafting, vendor scoring, contract review, spend analysis, risk assessment and category strategy. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Product Manager
$80/hr. Ethos seeks experienced product managers with 4+ years owning full product lifecycles—from PRD authorship through roadmap prioritization and launch execution—to train an AI lab's language model on professional workflows. You'll create and evaluate AI-generated documents, spreadsheets, and slide decks, assessing quality across product specs, roadmaps, go-to-market plans, experiment readouts, research synthesis, and executive updates. Flexible, 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Product Manager (Tech)
$80/hr. Ethos seeks experienced product managers from leading tech firms to train an AI lab's language model on professional presentations and slide decks. You'll evaluate and refine AI-generated materials for product strategy, roadmaps, reviews, launches, and executive briefings. Requires 4+ years shipping products and presenting strategy to senior stakeholders, with expert PowerPoint skills and strong written communication.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Program Manager / PMO Lead
$70/hr. Ethos seeks experienced program managers and PMO leads with 5+ years in enterprise programme delivery to evaluate and refine AI-generated documents, spreadsheets, and presentation materials. Work involves assessing outputs across programme charters, resource planning, RAID logs, and steering committee reporting. Fully remote, flexible 5–20 hours weekly, starting immediately. Requires proven expertise in professional document and spreadsheet creation meeting executive standards.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Program Manager / PMO Lead
$70/hr. Ethos seeks experienced programme managers and PMO leads to train an AI lab's language model on professional presentations and slide decks. You'll create, evaluate, and refine AI outputs across steering committee decks, status reports, risk exhibits, and executive materials. Requires 5+ years running cross-functional programmes with steering committee reporting ownership and expert PowerPoint skills. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Proposal Manager / Bid Writer
$70/hr. Ethos seeks proposal managers with 4+ years' experience to train an AI lab's language model on professional presentation tasks. You'll evaluate and refine AI-generated RFP responses, oral presentation decks, executive summaries, win themes, and pricing materials. Requires expert PowerPoint skills, proven bid wins, and strong written communication. Flexible commitment of 5–20 hours weekly, fully remote, immediate start.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Public Health Communications Specialist
$90/hr. Ethos seeks public health communications specialists with 4+ years' experience in government, health systems, or NGOs to train an AI lab's language model. You'll create, evaluate, and refine AI-generated documents, spreadsheets, and slide decks across outbreak messaging, health guidance, media statements, campaign materials, and reporting. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Real Estate / Hospitality / Events Professional
$70/hr. Ethos seeks real estate, hospitality, and events professionals with 4+ years' experience to train an AI language model on professional workflows. You'll create and evaluate documents, spreadsheets, and slide decks covering property listings, lease abstracts, event scheduling, and venue proposals. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately. Requires demonstrable expertise in core hospitality and real estate document production.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Risk & Regulatory Advisory Consultant
$80/hr. Ethos seeks risk and regulatory advisors with 4+ years at top-tier firms to train an AI lab's language model on professional presentations. Work involves creating and refining AI-generated slide decks for risk assessments, regulatory roadmaps, control frameworks, and board materials. Flexible commitment, 5–20 hours weekly, fully remote. Requires expert-level PowerPoint skills and experience with regulator-facing content.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Sales Enablement Manager
$70/hr. Ethos is recruiting sales enablement professionals with 4+ years' experience to train a foundational AI lab's language model on professional presentation tasks. You'll create and evaluate AI-generated slide decks across first-call presentations, sales playbooks, battlecards, and product launch materials. The role suits those with strong PowerPoint expertise and a portfolio of decks used by established sales teams. Flexible commitment, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Sales Engineer / Solutions Consultant
$80/hr. Ethos seeks experienced sales engineers and solutions consultants with 4+ years at top tech firms to train an AI lab's language model on professional presentation tasks. You'll create, evaluate and refine AI-generated slide decks covering technical solutions, demos, architecture diagrams, POC results and value engineering exhibits. Flexible commitment of 5–20 hours weekly, fully remote, starting immediately.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Senior Financial Analyst (FP&A)
$70/hr. Ethos seeks senior financial analysts with 3+ years' experience to train an AI lab's language model on finance presentations. Work involves creating, evaluating and refining AI-generated slide decks covering monthly reporting, bridge and waterfall charts, headcount analysis and scenario modelling. Requires expert PowerPoint skills and strong attention to detail. Flexible commitment, 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Software / AI / IT & Data Generalist
$80/hr. Ethos seeks software engineers, AI/ML practitioners, and data professionals with 4+ years' experience to evaluate and refine AI-generated technical documents, spreadsheets, and presentations for a foundational AI lab. Work involves assessing model outputs across design documents, data pipelines, API specifications, and system diagrams. Fully remote, flexible 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Startup Pitch Deck & Fundraising Specialist
$80/hr. Ethos seeks pitch deck specialists with 4+ years closing funding rounds to train an AI lab's language model on professional presentation tasks. Work involves creating and evaluating AI-generated pitch materials across seed to Series C, financial summaries, market analysis, and investor preparation. Flexible commitment, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Strategy Consultant
$80/hr. A foundational AI lab seeks experienced strategy consultants with 3+ years at tier-2 or boutique firms to train a language model on professional presentations. You'll create and evaluate AI-generated slide decks covering market entry, commercial due diligence, growth strategy, competitor analysis and board presentations. Work flexibly, 5–20 hours weekly, fully remote via Ethos.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Tax Professional
$80/hr. Ethos seeks experienced tax professionals from leading firms to train an AI model on presentation and slide deck creation. The role involves evaluating and refining AI-generated materials across tax structuring, technical summaries, client advisory slides, reform analyses, and provision communications. Requires CPA, JD, or equivalent with 4+ years at a top-tier tax practice and expert slide design skills. Flexible, 5–20 hours weekly.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – Training / Onboarding / L&D Specialist
$70/hr. Ethos seeks L&D specialists with 4+ years' corporate training experience to train a foundational AI lab's language model on professional documents, spreadsheets, and presentations. You'll create and evaluate training materials including onboarding playbooks, facilitator guides, curriculum outlines, and assessment rubrics. Flexible commitment of 5–20 hours weekly, fully remote, immediate start.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Expert Opportunity – University Professor / Lecturer
$80/hr. Ethos seeks university professors and lecturers with a PhD and 4+ years teaching experience to train an AI lab's language model on professional presentation tasks. You'll create, evaluate and refine AI-generated slide decks, lecture materials, course design documents and assessment rubrics. The role demands expertise in structuring complex information for slides and advanced PowerPoint skills. Flexible commitment of 5–20 hours weekly, fully remote.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Sr. Full-Stack Software Engineer
$50-$100 / hr. This fully remote contractor role on micro1 suits experienced full-stack engineers who can develop and debug across front-end and back-end systems. You'll evaluate AI-generated code, review solutions for correctness and security, trace requests across application stacks, and contribute to architecture decisions. Flexible ~15 hours weekly, with output-based compensation and minimum weekly task submissions required.
Software Engineer – Open Source Contributions
$50–$100 / hr. micro1 seeks Software Engineers for remote open source contributions on high-quality, production codebases. You'll develop features, fix bugs, refactor legacy code, and optimise performance using Python, Java, Rust, C++, Typescript and related languages. Expert-level proficiency in at least two languages essential; competitive programming and open source experience preferred. Output-based compensation with minimum weekly submissions required. Rapid onboarding; start within 24–48 hours.
RL Environment Creation & Review [Various Domains]
$90/hr. Terac is recruiting experienced professionals across various sectors to build reinforcement learning environments modelling real-world work scenarios. You'll map domain-specific variables, constraints and outcomes whilst providing feedback on simulation tools. No AI background required, though technical experience helps. Suits professionals with substantial field expertise seeking flexible, paid research engagement.
View role & applyLawyer
$60–$70/hr. micro1 seeks lawyers to train AI systems through contract review, legal research, regulatory compliance analysis, and document drafting. You'll apply domain expertise to shape AI development without prior AI experience required. This remote contractor role suits qualified legal professionals comfortable working independently on project-based tasks across multiple jurisdictions.
Accountant / Auditor
$50–$70 / hr. micro1 seeks accountants and auditors for AI training work focusing on financial oversight and compliance. You'll review financial statements, develop models, assess audit procedures, analyse tax documentation, and prepare reports. Your practical expertise in financial reporting, auditing, and regulatory compliance will help train AI systems. No AI background required. Ideal for finance professionals with 5+ years' experience and professional certification.
IT Manager
$60-$75 / hr. micro1 seeks experienced IT/Systems Managers to guide AI training on enterprise infrastructure, systems architecture, and IT leadership. You'll evaluate real-world technology scenarios, vendor management processes, security compliance frameworks, and team leadership practices. The role requires 5+ years managing technical teams or enterprise infrastructure, with strong expertise in IT strategy, vendor evaluation, security standards, and process optimisation. No AI background required.
Software Developer
$50-$70 / hr. micro1 seeks experienced software developers to contribute to AI training through real-world code examples and explanations. You'll design scalable systems, review code, and document solutions across Python, Java, JavaScript, and full-stack technologies. Five years' professional experience required. No AI background necessary; your domain expertise trains next-generation models.
Coding Expert
$20-$45 / hr. micro1 seeks coding experts to help train AI systems on software development challenges. You'll analyse and annotate code across Python, JavaScript, C++, Java, and SQL, review AI-generated solutions, debug real codebases, and provide feedback on technical accuracy. Requires a bachelor's in computer science or equivalent developer experience, advanced proficiency in multiple languages, and native-level English. Remote contractor role.
Music Expert (Music Teacher / Musician)
$20–$45 / hr. micro1 seeks experienced musicians and music teachers to annotate audio recordings for AI training. Work involves identifying instruments, tempo, key, and environmental sounds in 30–90 second clips, comparing recordings, and evaluating AI-generated descriptions. Requires 3+ years hands-on music experience, strong analytical listening, formal music training preferred, quality headphones, quiet workspace, and commitment to 20–25 hours weekly plus weekly syncs.
Speakers: Voice Recording for an Audio Collection Project
$25 / hr. Terac is recruiting voice contributors for a conversational speech dataset project supporting voice recognition and telephony systems. Work involves dialling an automated system to read scripted phrases and answer spontaneous questions via a standard phone call. Suited to individuals with clear communication skills, reliable phone access, and comfort speaking naturally over telephony. Diverse linguistic backgrounds welcome.
View role & applyAI Video Editor (Premiere Pro & After Effects)
$20-$40 / hr. micro1 seeks video editors with Premiere Pro and After Effects expertise to evaluate AI-generated video content for training datasets. You will compare outputs, identify quality issues, provide detailed technical feedback on editing, effects, and composition, and help refine quality standards. Prior AI training experience is preferred but not required. Professional background in video editing, motion graphics, VFX, or filmmaking is valued.
3D Print Farm Operator / Print Lab Supervisor
$20-$60 / hr. micro1 seeks experienced 3D print farm operators to support AI training on a specialist project. You'll operate and maintain FDM and resin printer fleets, perform advanced slicing, troubleshoot failures, manage materials and print queues, and conduct quality inspections. Proven fleet management experience in print farms, makerspaces, or labs is essential. Strong technical knowledge of hardware, slicing software, and material conditioning required.
Directional Surveyor / Drilling Engineer (Magnetic Single-Shot and Multi-Shot Film)
micro1 seeks directional surveyors and drilling engineers at $20–$60 / hr to contribute to AI training using hands-on expertise in magnetic single-shot and multi-shot film surveys. The role involves analysing survey data, performing quality control, applying wellbore calculations, and documenting technical reasoning to train AI systems. Suited to survey professionals and drilling engineers with proven experience in film-based magnetic survey instruments, particularly from oil and gas sectors. No prior AI experience required.
Elevator Mechanic / Adjuster (QEI, Controller Troubleshooting)
$20-$60 / hr. micro1 seeks experienced elevator mechanics and QEI inspectors to contribute domain expertise to AI training. Contractors will analyse wiring diagrams, assess controller faults, evaluate diagnostic accuracy, and provide detailed technical feedback on safety systems and testing procedures. Knowledge of ASME A17.1 codes and hands-on experience with hydraulic and traction systems essential. IUEC journeyman status or QEI certification preferred.
Freight Railcar Carman / Car Foreman (AAR Repair)
$20-$60 / hr. micro1 seeks experienced freight railcar carmans, car foremen, inspectors, or mechanical draftsmen to assess AI training scenarios involving AAR and FRA repair compliance. You'll review inspection findings, validate repair decisions against AAR manuals and FRA Part 215 standards, analyse component issues, and provide detailed feedback on repair actions and billing codes. Expert knowledge of railway repair documentation and strong written communication required.
Marine Outboard Technician / Service Manager
$20-$60 / hr. micro1 seeks experienced marine outboard technicians and service managers to evaluate diagnostic scenarios, assess repair recommendations, and review service documentation across Yamaha, Mercury, Suzuki, Honda, and BRP platforms. You'll articulate complex engine issues—no-starts, overheating, EFI faults, cooling malfunctions—and contribute to AI training materials. OEM Master Technician certification and hands-on dealer experience required.
Mobility Equipment / Automotive Electrical Technician (Wheelchair Vans)
$20-$60 / hr. micro1 seeks experienced mobility technicians to help train AI systems through detailed analysis of wheelchair van electrical systems. You'll document diagnostics, repair procedures, and troubleshooting sequences for lift, ramp, and hand control systems. Role suits those with hands-on background in mobility conversions, strong technical communication skills, and knowledge of 12V automotive electrical systems. No AI experience required.
Scientific Glassblower (Custom Laboratory Glass Shop)
$20-$60 / hr. micro1 seeks experienced scientific glassblowers to evaluate customer sketches for manufacturability and provide technical guidance on custom laboratory apparatus fabrication. You'll assess designs for feasibility in borosilicate and quartz, recommend annealing schedules and seal approaches, and deliver written and verbal feedback on design trade-offs. This role suits practitioners with deep hands-on experience in university or commercial glass shops, proficiency in lathe and bench techniques, and strong technical communication skills.
Semiconductor Yield / Defect Engineer (Wafer Fab, SEM Defect Review)
$20-$60 / hr. micro1 seeks semiconductor yield and defect engineers with hands-on wafer fab experience to support AI training for manufacturing analytics. The role involves SEM defect classification, yield loss analysis, excursion evaluation, and wafer sort floor data annotation. Ideal candidates possess direct production fab expertise, familiarity with integrated sort/test facilities, and strong communication skills. Retired and former fab engineers are actively encouraged.
Softwood Lumber Grader / Sawmill Quality Supervisor (Visual Grading)
$20-$60 / hr. micro1 seeks certified softwood lumber graders to evaluate timber samples and provide detailed visual grading assessments against NLGA, WWPA, SPIB, and WCLIB standards. You'll identify defects, make grade calls, assess stamping accuracy, and document decision-making to train AI systems. Active or recent grading agency certification and practical sawmill experience required. Remote contractor role.
Video Editor Specialist
$10–$40/hr. micro1 seeks experienced video editors to refine footage and create polished content for AI training projects. You'll assemble raw material, integrate effects and sound design, manage assets, and deliver optimised formats across platforms. Domain expertise in video storytelling and familiarity with professional editing software including Premiere Pro, Final Cut Pro, or DaVinci Resolve are essential. Remote contractor role.
Video Production Specialist
$20-$40 / hr. micro1 seeks video production specialists to contribute to AI training through creating and analysing high-quality video content. You'll produce, edit, and review footage, provide feedback on visual assets, and document workflows. The role suits experienced video professionals with strong storytelling ability and proficiency in industry-standard editing software. No prior AI experience required.
Inkscape Design Specialist
$25-$70 / hr. micro1 seeks experienced Inkscape specialists for AI training work. You'll create and edit vector graphics, working with SVG files, illustrations and logos whilst explaining your design process step by step. Requirements include strong professional Inkscape experience, hands-on vector graphics knowledge, screen recording capability, and B2-level English. A portfolio and prior AI training experience are preferred.
Krita Expert
$21-$70 / hr. micro1 seeks experienced Krita practitioners to complete digital illustration and design work for AI training. You'll create artwork using digital painting, character design and concept art techniques, then document your workflows step by step. The role requires strong professional Krita experience, B2+ English proficiency, screen recording capability, and ability to articulate creative processes clearly. Portfolio demonstrating illustration or concept art work is preferred.
Libresprite Expert
$21–$70 / hr. micro1 seeks LibreSprite experts to create and refine pixel art, sprites, characters, and animations for an AI training project. You'll demonstrate workflows step by step, explaining creative processes clearly. Strong hands-on LibreSprite experience, pixel art proficiency, and B2 English fluency required. A portfolio and background in game art, digital illustration, or prior AI training work preferred.
Finance Research Expert
$30–$85 / hr. Contractors on micro1 write and validate finance research questions about US public companies' SEC filings, testing them against AI model responses. Work requires hands-on experience reading 10-Ks, 10-Qs, proxy statements and earnings releases, plus familiarity with US GAAP. Candidates should come from equity research, investment banking, credit analysis, audit or corporate law backgrounds with proven experience navigating complex US financial disclosures.
Godot Game Developer
$20-$60 / hr. micro1 seeks experienced Godot developers to design and implement gameplay systems, mechanics, and features whilst contributing to AI training work. The role involves scene creation, visual scripting, asset integration, code review, mentorship, and comprehensive documentation. Applicants must demonstrate prior game development experience—AAA, indie, hobby, or published work—with a portfolio required. Strong written communication and proficiency with Godot, GDScript, or C# essential. Output-based compensation with weekly task minimums.
Sales and Business Development Expert
$15-$35 / hr. micro1 seeks sales and business development professionals with three years' cross-sector experience to evaluate and train AI models. You'll respond to scenario-based questions, provide structured feedback on AI-generated responses, simulate authentic sales conversations, and share insights on prospecting, objection handling, and deal execution. No prior AI experience required; strong communication and critical thinking are essential.
Remote Outbound Callers: Ongoing Call Campaigns
$30 / hr. Terac seeks experienced outbound callers for ongoing remote campaign work. You'll make calls to provided contacts, follow scripts, and record outcomes. Suited to motivated sales representatives, telemarketers, and customer outreach specialists comfortable with self-directed remote work. Flexible hours with no maximum limit.
Video Annotation
$15-$25 / hr. Remote contractor role on micro1 annotating video content to train AI systems. You'll apply labeling rubrics, maintain accuracy standards, and use digital annotation tools. Suited to those with video annotation or data labeling background, strong communication skills, and attention to detail. Generalists with relevant experience welcome.
Music & Sound Annotation Expert
$30–$45 / hr. micro1 seeks music and audio specialists to annotate field recordings for an AI training project. You'll identify instruments, tempo, key and background sounds in short clips via a web platform, then later grade AI model outputs. Suited to musicians, producers, sound designers, educators and recordists with 3+ years experience and strong analytical listening skills. Remote, 20–25 hours weekly.
French Bilingual Expert
$30-$65 / hr. micro1 seeks French bilingual contractors to evaluate AI-generated and native French speech, assessing fluency, pronunciation and authenticity. You'll document linguistic assessments in English and help refine AI language models. Native French proficiency and B2 English minimum required; background in linguistics, phonetics, audio engineering or related fields preferred. No prior AI experience needed.
German Bilingual Expert
$30–$65 / hr. micro1 seeks German bilingual experts to evaluate audio clips for naturalness, fluency, pronunciation and intonation, providing written feedback in English. Suited to native or near-native German speakers with linguistics, translation or content review experience. No AI background required; linguistic and cultural expertise are paramount. Work involves assessing model output and speaker authenticity against guidelines, documenting assessments clearly and collaborating with project coordinators.
Hindi Bilingual Expert
$30–$65 / hr. micro1 seeks native Hindi speakers to evaluate audio clips for an AI training project. You'll assess speaker fluency, pronunciation, and linguistic authenticity, providing detailed written feedback in English. No AI experience required, though background in linguistics, phonetics, audio engineering, or teaching strengthens applications. Remote contractor role with flexible availability.
Japanese Bilingual Expert
$30-$65 / hr. micro1 seeks native Japanese speakers to assess audio clips for fluency, pronunciation, and linguistic authenticity. You'll evaluate speaker performance or model output, document findings in English, and provide detailed feedback to support AI training. Prior AI experience unnecessary; background in linguistics, phonetics, audio engineering, or teaching is preferred. Remote contractor role.
Korean Bilingual Expert
$30-$65 / hr. micro1 seeks Korean bilingual experts to evaluate audio recordings for naturalness, fluency, and authenticity. You'll assess pronunciation and intonation, provide written feedback in English, and help train AI language models. No AI background necessary, but fluency in both Korean and English is essential. Translation, linguistic evaluation, or language instruction experience is preferred. Remote contractor role.
2D Graphic Design & Image Editing Expert (GIMP)
$21–$70 / hr. micro1 seeks experienced GIMP users to perform image editing and photo retouching tasks, record screen workflows, and document processes step by step. Contractors will explain technical editing procedures and review outputs to support AI model training. Suitable for graphic designers or digital artists with professional GIMP experience and the ability to articulate creative workflows clearly.
Audio Editing & Production Expert (Audacity)
$21-$70 / hr. micro1 seeks an audio editing specialist proficient in Audacity to support AI model training. You'll perform real-world audio tasks including trimming, mixing, and noise reduction, then record and explain your workflows step by step. Prior experience with data annotation, labelling, or AI evaluation is preferred. The role suits audio professionals, sound engineers, and podcast editors with strong technical communication skills.
Chinese Voice Coach (Mandarin)
$30-$65 / hr. This contract role on micro1 involves coaching Chinese pronunciation and evaluating speech samples to train AI systems. You'll assess nativeness, fluency, intonation and linguistic authenticity, providing detailed written feedback in English. Suited to native or near-native Mandarin speakers with B2+ English proficiency and background in linguistics, phonetics, audio engineering or related fields. Flexible, fully remote work with no AI experience required.
Senior Advanced NDT and Imaging Specialist
$20-$60 / hr. micro1 seeks senior NDT and imaging specialists to evaluate real-world inspection data across industrial CT, X-ray, ultrasonic, shearography, and fibre optic modalities. You'll provide detailed assessments, apply standards knowledge (ASNT, NAS 410, EN 4179), and document expert insights to train AI systems. Requires 7+ years advanced NDT experience with Level II or III certification and proven track record in aerospace, nuclear, automotive, battery, composites, or tyre manufacturing. Flexible, remote contractor role at approximately 10 hours weekly.
Senior Cargo Condition and Securing Surveyor
$20-$60 / hr. micro1 is recruiting experienced cargo surveyors to assess refrigerated shipments, containerised cargo, and transport damage for an AI training project. You'll review temperature logs, compliance records, securing methods and damage reports, then produce detailed written findings to guide model development. The role suits surveyors with 7+ years in reefer, container, hatch-cover or finished-vehicle logistics. Flexible, remote contractor work requiring approximately 10 hours weekly.
Senior Flight Operations Expert
$20-$60 / hr. micro1 seeks experienced aviation professionals to train AI systems on real-world flight operations. Review instrument approach plates, flight plans, NOTAMs, and operational manuals; brief procedures and identify regulatory or safety issues as a captain or dispatcher would. Requires active or recently held ATPL or commercial pilot licence with 5+ years operational experience, or equivalent dispatcher background. Flexible, remote, approximately 10 hours weekly.
Senior Vehicle Damage and Condition Expert
$20–$60 / hr. This micro1 role suits experienced vehicle damage appraisers, collision reconstructionists, and fleet inspectors willing to train AI systems on real-world automotive evidence. You'll analyse damage photos, repair estimates, accident scenes, and condition reports, producing detailed assessments using appraiser or ACTAR standards. The work is flexible, contractor-based, and requires 10 hours weekly minimum. Prior AI experience is unnecessary; domain expertise is.
Tamil Bilingual Expert
$30-$65 / hr. micro1 seeks native Tamil speakers with B2+ English to evaluate audio samples for an AI training project. You'll assess speaker nativeness, fluency, pronunciation and intonation, then document findings in English. No AI experience required, though backgrounds in linguistics, phonetics, audio engineering or teaching are valued. The role suits those with strong attention to detail and ability to articulate nuanced language differences.
Legal Specialist (Microsoft Office User)
$25-$40 / hr. Legal practitioners—attorneys, paralegals, compliance specialists, and counsel—design realistic legal prompts, write and refine training content for AI systems, and build evaluation frameworks on micro1. You'll work across contract review, legal research, discovery support, and regulatory compliance, using Microsoft 365 tools including Copilot to produce legal deliverables and analyse AI outputs for quality and model improvement.
Marketing Specialist (Microsoft Office User)
$25-$40 / hr. micro1 seeks Marketing Specialists fluent in Microsoft 365 to design AI training materials and evaluate marketing-focused AI outputs. You'll craft realistic campaign scenarios, review content for quality, build analytics evaluations, and generate recommendations. Professional marketing background and advanced Office proficiency required; AI training or marketing analytics experience preferred.
Air Traffic Controller
$30-$50 / hr. micro1 seeks certified air traffic controllers to support AI training on aviation communications. You'll transcribe authentic ATC radio transmissions, extract critical operational data, and apply domain expertise to ensure transcription accuracy. Current or former ATC certification required; fluency in English and aviation phraseology essential. Independent contractors working remotely with quality headphones and reliable internet.
Aircraft Pilot
$30–$50 / hr. micro1 seeks active or former professional pilots to transcribe air traffic control radio transmissions and annotate flight data for AI training. The work involves listening to authentic ATC communications, extracting instructions with precision, and referencing navigational charts and airport diagrams. Fluency in English and comfort with diverse accents are essential. No prior AI experience required, but exceptional attention to detail and familiarity with structured data annotation are expected.
Data & Charts Expert
$25-$50 / hr. micro1 seeks specialists to transform charts from their professional domain into AI-testing questions with detailed explanations. Suited to those with two-plus years' experience interpreting quantitative data in medicine, finance, engineering, earth sciences, data science, or operations. Work involves selecting authentic charts, crafting multi-step reasoning questions, and articulating solutions using precise terminology. Flexible, fully remote contracting.
Food Delivery AI Response Evaluator
$10-$30 / hr. micro1 seeks contractors with food delivery or hospitality expertise to evaluate AI-generated responses for customer service scenarios. You'll assess conversational quality, flag issues, and suggest improvements to help train better AI systems. No AI background required—your domain knowledge in delivery platforms, customer service, or related fields is what matters. Work independently on response evaluations and example conversations.
Transportation and Warehousing Expert
$30-$70 / hr. micro1 seeks transportation and warehousing experts to evaluate AI system outputs and develop training data for logistics models. You'll analyse supply chain scenarios, review operational documents, and articulate complex processes in writing. The role suits professionals with five years' experience as logisticians, supply chain managers, or freight agents who can assess AI reasoning against industry standards and propose improvements.
Intelligence Analyst
$30–$80 / hr. micro1 seeks Intelligence Analysts to evaluate AI model performance on government and defence scenarios. You'll develop test cases, assess model responses, and flag over-refusal instances using domain expertise in all-source or specialist intelligence disciplines. No prior AI experience required. Work involves source evaluation, analytic rigour, and collaboration with project leads on MissionReport benchmark initiatives.
Humanitarian Aid Representative
$30–$70/hr. micro1 seeks Humanitarian Aid Representatives to evaluate AI model responses on civilian protection, International Humanitarian Law, and proportionality reasoning. You'll design scenarios, assess AI outputs for humanitarian sensitivity, and document edge cases—no AI experience needed, but strong humanitarian operations, protection policy, or IHL background essential. Exceptional written and verbal communication required.
Senior Marine Cargo and Draft Surveyor
$20–$60/hour. Micro1 seeks experienced marine cargo and draft surveyors to support AI training on maritime expertise. You'll assess vessel imagery, cargo documentation, and draft measurements to help train AI systems. The role requires seven years' professional survey experience, valid maritime certification, and ideally NAMS, SAMS or IIMS membership. Fully remote, flexible scheduling, approximately ten hours weekly.
Senior Cargo and Parcel Claims Examiner
$20–$60/hour. micro1 seeks experienced cargo and parcel claims professionals to evaluate shipment disputes and train AI systems. You'll review air waybills, analyse cargo photographs, assess delivery evidence, and determine custody and liability. The role requires 5+ years in airline, ground handling, or parcel carrier claims. Work is fully remote with flexible scheduling at approximately 10 hours weekly. Domain expertise matters; no prior AI experience necessary.
Senior Insurance Claims Expert (Liability, Property, Contents)
$20-$60 / hr. micro1 seeks experienced insurance claims professionals to review complex liability, property, and contents claims using video evidence, aerial imagery, and photographs. You'll help train AI systems with real-world expertise. Requires minimum five years' claims experience, a US state adjuster licence or professional certifications (AIC, CPCU, HAAG, ACTAR), and demonstrated competency in comparative fault assessment. Fully remote, flexible ~10 hours weekly.
Domain Contributor – Evaluation Specialist
$30–$60 / hr. micro1 seeks domain experts to evaluate advanced AI systems through remote, task-based work. Candidates design evaluation tasks, assess model outputs against authoritative sources, and document reasoning gaps across history, law, finance, journalism, and tech. Prior AI training or annotation experience required. Flexible contractor role (~15 hours weekly); pay depends on task completion meeting specifications.
Evaluation Specialist/Recent Grad
$20–$60/hr. micro1 seeks evaluation specialists and recent graduates to create challenging question-and-answer pairs for AI model training. You'll conduct rigorous research, craft multi-step questions requiring analytical reasoning, test outputs against AI systems, and iterate based on feedback. Suitable for those with strong research skills, written English fluency, and critical thinking ability. Prior AI experience preferred but not required.
Research Evaluation Specialist (PhD or Masters / Researcher / Professor)
$30–$60/hr. micro1 seeks Research Evaluation Specialists with a Masters or PhD to develop rigorous test material for AI model evaluation. You will create challenging, original question-and-answer pairs in your discipline, verify answers using primary sources, and iteratively refine questions to resist oversimplified responses. Prior AI training or model evaluation experience is required. Work is remote, contractor-based, output-paid, and typically involves 15 hours weekly.
Agriculture, Forestry & Environmental Experts
$40-$60 / hr. micro1 seeks agriculture, forestry, and environmental specialists to support AI training for sustainable practices. You'll apply domain expertise to assess industry practices, annotate datasets, and create technical content across agricultural engineering, food science, conservation, and land management. Five years' professional experience in these fields is required; prior AI knowledge is not. Remote contractor role.
Retail Trade & Operations Expert
$40-$70 / hr. Micro1 seeks retail operations specialists to evaluate AI training scenarios across pharmacy, supervisory, management, and investigative retail roles. You'll review simulated workflows, validate decision-making logic, assess compliance accuracy, and refine written content on sales and customer service. Requires five years' hands-on retail experience and strong communication skills to clarify operational nuances and deliver actionable recommendations.
Data Privacy Analyst
$31-$60 / hr. micro1 seeks Data Privacy Analysts to review and validate anonymisation of sensitive information in datasets. You will perform spot-checks on transformed data, verify redaction standards, assess handling of personal identifiable information, and report discrepancies. Suited to those with backgrounds in compliance, eDiscovery, legal document review, or privacy roles who work meticulously with confidential information.
Human Data Manager
$40-$55 / hr. Micro1 seeks a Human Data Manager to oversee annotation workflows, data collection, and processing for AI training. You'll establish performance metrics, analyse datasets for insights, and optimise operational efficiency across teams. Technical aptitude in data analysis or workflow management is essential; domain knowledge matters more than AI background. The role suits detail-oriented professionals comfortable with rapid learning and cross-functional collaboration in a demanding environment.
Financial Expert
$30-$40 / hr. micro1 seeks financial experts to evaluate and enhance AI agents in financial domains. You'll create realistic multi-step finance prompts, develop assessment rubrics, and review AI-generated outputs using structured feedback. Work involves Microsoft 365 tools and asynchronous collaboration. Professional background in finance, accounting, FP&A, banking, or consulting preferred. No AI experience required; domain expertise is essential.
Game Developer
micro1 seeks game developers to build evaluation tasks for AI training on a remote, contractor basis. Pay is $25-$60 / hr, output-based per completed task. You'll design small-scale game projects, integrate realistic bugs, develop feature challenges, and create reference solutions using major engines (Unity, Godot, Unreal). Portfolio demonstrating shipped work, game jam entries, or published projects is essential. Proficiency in C#, GDScript, C++, or Blueprints required. Background in AAA, indie, or hobby development welcomed.
British English Voice Expert
$40–$65 / hr. micro1 seeks native British English speakers to evaluate audio recordings for an AI training project. You will assess pronunciation, accent, fluency, and naturalness of speech, providing structured written feedback. The role suits those with strong listening skills and knowledge of British English patterns. Prior experience in voice work, linguistics, or audio evaluation is preferred but not required.
Swiss German Transcription Expert
$25-$30 / hr. micro1 seeks Swiss German transcription experts to transcribe audio samples and annotate linguistic features for AI training. Native or near-native Swiss German proficiency is essential. Professional transcription experience preferred. The role suits those with strong attention to detail, discretion handling confidential material, and ability to work independently. No AI background required.
Voice Actor/Coaches
$30-$70 / hr. micro1 seeks voice actors and coaches to evaluate speech recordings for AI training. You'll analyse vocal characteristics, emotional tone, and audio quality, then document findings in detailed technical reports. Remote, contractor role suited to those with professional voice backgrounds, speech analysis expertise, or audio engineering experience. No prior AI knowledge needed.
South Asian Software Engineers: Coding Tasks for AI Evaluation
$40/hr. Terac is recruiting experienced software engineers based in South Asia to evaluate coding tasks and environments designed to test AI agent performance. You will review programming challenges for realism and difficulty, provide technical feedback on test harnesses, and suggest improvements to evaluation suites. The role suits backend developers, test automation engineers, and full-stack engineers with professional experience reviewing complex codebases.
Bengali Transcription Expert
$10–$22 / hr. micro1 seeks Bengali speakers to transcribe and annotate audio and video content for AI training. Work involves producing accurate transcripts, editing machine-generated output, labelling data according to guidelines, and communicating with project coordinators. Suits native or near-native Bengali speakers with transcription or linguistics experience, strong attention to detail, and independent remote working capability.
Car-Mounted 360° Video Recorder
$15–$30 USD/hour. micro1 seeks remote contractors with 360° action cameras to record vehicle-navigation footage from trailing third-person perspective. Work involves capturing high-quality driving clips on assigned routes—turns, intersections, parking—that fit existing trips or commutes. Applicants must own compatible equipment (Insta360, GoPro MAX, or equivalent), handle video reframing and export, and verify submissions independently before upload.
QA & Source Inspection
$40–$60/hour for QA and source inspection expertise on micro1. You'll evaluate First Article Inspections to aerospace, defense and marine standards, assessing cosmetic defects and applying government inspection criteria including DCMA protocols and FAR Part 46 requirements. Eight or more years' experience in complex quality inspections, preferably as a senior QA inspector, supplier quality engineer, DCMA QAR or marine surveyor, is expected. Flexible, contractor-based work (~10 hours weekly).
Senior Aviation Maintenance Inspector
$40–$60/hour. micro1 seeks FAA-certified aviation maintenance inspectors to annotate technical documents, evaluate engine inspection data, and critique maintenance procedures for AI model training. The role requires eight years' hands-on experience in aircraft maintenance and regulatory compliance, with strong preference for A&P certification or Inspection Authorization. Work is fully remote, flexible scheduling, approximately ten hours weekly.
Senior Machinist / Construction & Field Ops Lead
$40–$60/hour. Micro1 seeks experienced machinists and construction or field operations leads to evaluate technical drawings, CNC documentation, and construction plans for an AI training project. You'll provide real-world feedback on machining practices, GD&T specifications, and field execution. The role suits those with 10+ years' expertise in machining, construction, drilling, mining, or related fields who communicate clearly and understand relevant codes. Fully remote, flexible scheduling, approximately 10 hours weekly.
Senior Metallurgist / Welding Inspector
$40–$60/hour. micro1 seeks senior metallurgists and welding inspectors to support AI training for advanced manufacturing. You'll evaluate metallographic microstructures, conduct heat treatment reviews per AMS 2750 and ASTM E112, perform coating inspections under NACE/AMPP and SSPC protocols, and assess additive manufacturing defects. Requires 8+ years' experience in high-stakes material acceptability decisions, AWS CWI or equivalent certification, and familiarity with LPBF processes. Flexible, fully remote contractor role.
Finnish Transcription Expert
$20–$30 / hr. micro1 seeks native Finnish speakers to transcribe audio, annotate linguistic data, and review contributions for an AI language technology project. You'll identify dialectal variations, flag unclear passages, and suggest guideline improvements. Experience in transcription or linguistics preferred; no AI background required. Remote contractor role with flexible availability.
Norwegian Transcription Expert
$20-$30 / hr. Micro1 seeks Norwegian transcription experts to support AI language model training. The role involves transcribing audio and video into Norwegian text, reviewing for accuracy, annotating speech segments, and flagging ambiguous content. You'll work remotely with project coordinators to maintain quality standards and data security. Native or near-native Norwegian proficiency and transcription experience preferred; no prior AI background required.
Data Annotators: Paid Tasks for AI Model Training
$40 / hr. Terac seeks experienced data annotators to label training data for AI models on a flexible, self-paced basis. Tasks include text categorisation, entity highlighting, and response evaluation. Suits detail-oriented freelancers, QA testers, content moderators, and ML specialists who work independently and adapt to evolving guidelines.
Competitive Coder
$45-$65 / hr. This remote contractor role on micro1 suits competitive programmers with strong C++ expertise who can design and implement checkers for complex programming problems. You'll create original problems absent from existing online judges, write reference solutions, and build robust test suites. Work is output-based with flexible scheduling; minimum 15 hours weekly commitment required. Prior experience as problem setter or judge on platforms like Codeforces is preferred.
Vlogger (Insta360, DJI Osmo, GoPro MAX)
$10–$30 / hr. micro1 seeks video creators to capture immersive 360° footage using compatible action cameras for AI training purposes. Work involves recording continuous clips of everyday activities—walking, driving, and navigating various indoor and outdoor environments—with a third-person perspective using mounted rigs. You'll submit organised video files meeting technical specifications and communicate progress regularly. Ownership of a compatible 360° or wide-angle camera (minimum 170° FOV, 720p resolution) is essential.
Full-Stack Engineers: Interview on Cybersecurity and CI/CD Pipelines
$55 / hr. Terac is recruiting full-stack engineers, application security specialists, and DevOps professionals for a paid research study exploring the intersection of development and cybersecurity. Participants will discuss their experience managing CI/CD pipelines, integrating security checks, and verifying vulnerabilities in production. The remote interview focuses on real-world technical decision-making and deployment practices. Ideal candidates have hands-on experience securing application features and deployment workflows.
Dutch Bilingual Expert
$30–$65 / hr. micro1 seeks Dutch native speakers to evaluate AI-generated speech for fluency, pronunciation and linguistic authenticity. You'll listen to audio clips, assess alignment with native Dutch standards, and provide detailed written feedback on language quality and errors. Prior AI experience is unnecessary; strong Dutch and English (B2+), analytical attention to detail, and interest in language technology are essential. Ideal for those with background in linguistic evaluation, teaching, or translation.
Indonesian Bilingual Expert
$30-$65 / hr. micro1 seeks native Indonesian speakers to evaluate AI-generated speech for linguistic accuracy, pronunciation, and cultural appropriateness. You'll review audio samples, provide detailed feedback, and contribute to improving language model performance. Previous experience in translation, linguistics, or language quality assessment is preferred but not essential. Strong English proficiency required alongside native Indonesian fluency.
Bengali Bilingual Expert
$30–$65 / hr. micro1 seeks native Bengali speakers with strong English (B2+) to evaluate audio clips for authenticity, fluency, pronunciation and linguistic quality. You'll document assessments in English and provide detailed feedback to support AI model training. Background in linguistics, phonetics, audio engineering or related fields preferred. No AI experience required.
Hebrew Bilingual Expert
$30–$65 / hr. micro1 seeks Hebrew native speakers to evaluate audio samples for an AI language training project. You'll assess speaker fluency, pronunciation, and authenticity, then document findings in English. No AI experience required, though background in linguistics, phonetics, voice specialisation, or audio engineering is valued. Remote contractor role.
Italian Bilingual Expert
$30–$65/hr. micro1 seeks Italian bilingual experts to evaluate native-level Italian audio and assess speaker or model output for fluency, pronunciation, and linguistic authenticity. You will document detailed written feedback in English and collaborate with coordinators to improve AI language models. Native Italian proficiency and B2 English minimum required; background in linguistics, phonetics, or audio engineering preferred.
Polish Bilingual Expert
$30–$65/hr. micro1 seeks Polish native speakers with strong English (B2+) to evaluate audio clips for AI training. You'll assess speaker fluency, pronunciation, and authenticity, providing detailed written feedback in English. Prior AI experience is unnecessary; background in linguistics, phonetics, audio engineering, or teaching is advantageous. Remote contractor role requiring meticulous attention to linguistic nuance.
Russian Bilingual Expert
$30–$65/hr. micro1 seeks Russian native speakers to evaluate audio clips for an AI language training project. You'll assess speaker fluency, pronunciation and linguistic authenticity, providing detailed written feedback in English. Background in linguistics, phonetics, audio engineering or related fields is preferred. No AI experience required; strong Russian and B2+ English proficiency essential.
Thai Bilingual Expert
$30-$65 / hr. micro1 seeks Thai native speakers to evaluate audio recordings for an AI language training project. You'll assess speaker fluency, pronunciation, and linguistic authenticity, then document findings in English. Prior AI experience isn't needed, but background in linguistics, phonetics, audio engineering, or language teaching is valued. The role suits those with strong attention to detail and ability to articulate subtle language nuances.
Turkish Bilingual Expert
$30–$65 / hr. micro1 seeks Turkish-native speakers to evaluate audio recordings for an AI language training project. You'll assess speaker fluency, pronunciation, and linguistic authenticity, then document findings in English. Prior AI experience is unnecessary; strong Turkish proficiency and B2 English are essential. Background in linguistics, phonetics, or audio work is valued.
Vietnamese Bilingual Expert
$30–$65 / hr. micro1 seeks Vietnamese bilingual experts to evaluate speaker fluency and authenticity in audio clips, assessing pronunciation and linguistic quality. Contractors document findings in English, providing detailed justifications for each evaluation. Native Vietnamese proficiency and B2+ English are essential. Background in linguistics, phonetics, audio engineering, or related fields is preferred. No prior AI experience required.
Outreach Specialists: Expert Recruitment for AI Training
$20/hr base plus commission. Terac seeks driven outreach specialists to identify and recruit industry professionals for AI training and research projects. You'll conduct high-volume phone outreach to qualified candidates across technical, scientific, healthcare, and financial sectors, explain opportunities, assess fit, and guide onboarding. Background in recruiting, sales development, or academic outreach preferred; technical recruiting or expert-network experience valued.
Arabic Voice Actor (Egypt dialect)
$30-$65 / hr. micro1 seeks Egyptian Arabic voice actors to record scripts for AI language model training. The role requires native or near-native Egyptian dialect fluency, voice performance experience, and strong audio recording and editing skills. You'll interpret scripts with cultural authenticity, provide feedback on dialogue, and collaborate remotely with project coordinators. No prior AI experience needed; professional audio equipment and a quiet recording environment are essential.
Arabic Voice Actor (Saudi dialect)
$30-$65 / hr. This contract role on micro1 suits native Saudi Arabic speakers for part-time remote voice work. You will record audio phrases in Saudi dialect, provide accurate transcriptions, and collaborate with the team via written and verbal communication. The position requires strong attention to detail, cultural authenticity, and familiarity with audio recording devices. Experience in language teaching or translation is preferred.
Go-To-Market Professionals: Interview on Workflow and Campaigns
$120 one-time payment. Terac is recruiting hands-on marketers and sales professionals from small businesses (10–200 staff) selling physical products or project-based services—construction, home services, remodelling, real estate, furniture, consumer goods, local retail. Owner-operators and generalists managing multiple roles are ideal. Participants join a 15–30 minute conversational video interview discussing real campaign decisions and lead-handling strategies. No preparation needed.
IT Infrastructure Managers: Interview on Desktop Provisioning Strategies
$158 one-time payment. Terac is recruiting IT infrastructure professionals for a paid research interview exploring desktop provisioning strategies and workplace technology management at scale. Systems Administrators, IT Operations Managers, Desktop Engineering Leads, and End-User Computing Specialists with hands-on experience in provisioning workflows are invited to discuss their current infrastructure stacks, deployment practices, and challenges managing distributed teams in a conversational, AI-moderated session requiring no preparation.
Commercial Lighting Decision-Makers: Feedback on Supplier Selection
$140 one-time payment. Terac is recruiting commercial and industrial lighting professionals—procurement specialists, facility managers, electrical contractors, and lighting designers—for a 20-minute AI-moderated video interview. Participants discuss recent supplier selection decisions, brand evaluation criteria, and procurement challenges. Requires hands-on experience with large-scale lighting projects.
View role & applyHealthcare Professionals: Feedback on Day-to-Day Digital Workflows
$200 one-time payment. Terac seeks active healthcare professionals to participate in a single 60-minute remote interview evaluating daily digital workflows. Physicians, nurses, clinical administrators, informatics specialists and allied health providers with direct EHR, scheduling or clinical management software experience should discuss typical routines, identify workflow friction points, and assess how current platforms affect efficiency and patient care.
Theme Park Vacationers: 35-Minute Survey on Resort Experiences
$35 one-time payment. Terac is recruiting recent resort and theme park visitors for a 35-minute remote survey. Participants answer multiple-choice questions about travel planning and experiences, then provide brief voice recordings reflecting on what they enjoyed or found problematic during trips. The study accommodates solo travellers, couples, and families. Sessions are asynchronous and can be completed flexibly from any device.
View role & applyPaid Photo Contributor Opportunity (Twins)
Bank Customers: Feedback on New Account Benefits
$5 one-time payment. Terac seeks active personal banking customers for a remote conversational study exploring consumer financial habits and lifestyle spending patterns. Participants will discuss their weekly money management routines, then evaluate and critique early-stage concepts for new account benefits. Suited to those with definite views on what constitutes a strong banking experience.
View role & applySOC 2 & ISO 27001 Compliance Lead
Ethos seeks an experienced compliance lead to own their SOC 2 and ISO 27001 programme, moving from setup to certification. You'll set the strategy, coordinate engineering, leadership and operations, and oversee audits. The role suits someone comfortable drafting policies, running risk assessments and driving cross-functional delivery. Two to three days weekly, remote with optional London office access, until certification.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Technology Leaders: 30-Minute Survey on ERP Software Evaluation
$210 one-time payment. Terac is recruiting technology leaders, procurement specialists, and IT managers to participate in a 30-minute asynchronous survey about enterprise resource planning software evaluation. Participants should have direct experience selecting or assessing ERP systems. The study explores evaluation criteria, selection workflows, stakeholder involvement, and implementation success factors.
Cybersecurity Professionals: Feedback on Enterprise Security Practices
$98 one-time payment. Terac is seeking cybersecurity professionals with hands-on corporate experience to share feedback on enterprise security practices. Participants—including Security Engineers, SOC Analysts, IAM Specialists, and Security Architects—will discuss their current toolchains, evaluation criteria, and real-world challenges in a 20–30 minute remote text or audio session. This is a research study to inform future security solution design.
Technology Leaders: Interview on AI Platform Evaluation
$300 one-time payment. Terac is seeking technology leaders—engineering managers, CTOs, IT decision-makers, and procurement professionals—to participate in a 60-minute recorded interview exploring how organizations evaluate and adopt AI platforms. You'll discuss your evaluation criteria, stakeholder involvement, and implementation challenges. The research aims to develop better frameworks for enterprise AI adoption.
View role & applyFinance and Accounting Professionals: Business Operations and Software Workflows
$59 one-time payment. Terac is researching the software landscape used by finance and accounting teams. Finance analysts, accountants, operations managers and accounting clerks with hands-on experience managing daily administrative and financial workflows are invited to join a remote video discussion. Participants will walk through their operational routines, discuss software tools they currently use, and provide feedback on what functions effectively and where friction exists in their processes.
Café Managers: Feedback on a Shift-Handover Product
$42 one-time payment. Terac seeks experienced café managers and hospitality operations professionals to evaluate a proposed shift-handover checklist product for independent coffee shops. You'll assess market viability, pricing strategy, and customer acquisition assumptions based on hands-on operational knowledge, then recommend a validation approach. Current or former café owners, general managers, and shift supervisors are welcome.
Active Individuals: AI-Moderated Interview on Exercise Habits
$7 one-time payment. Terac is recruiting active individuals for a brief AI-moderated interview study examining personal exercise habits and fitness routines. Participants answer initial screening questions, then engage in an 8–12 minute remote voice conversation with an AI interviewer discussing their approach to physical activity, motivation strategies, and any challenges faced. Suitable for anyone regularly incorporating exercise into daily life.
View role & applyUser Researchers: Paid Interview on Workflows and Tooling Needs
$110 one-time. Terac is conducting a 45-minute remote paid interview study exploring the workflows and tooling challenges of user research professionals. Participants will discuss current practices, recent projects, tools used, and friction points, plus respond to workflow scenarios. The role suits practising user researchers, UX researchers, design researchers, and product professionals who conduct research as a primary function.
Business Executives: 30-Minute Interview on Leadership and Strategy
$315 one-time payment. Terac is recruiting senior business executives—C-suite, vice presidents, senior directors, and managing partners—for a 30-minute remote video interview exploring leadership approaches and strategic decision-making. Participants will discuss how they navigate market dynamics and guide organizational strategy. The study maps core challenges facing top-level leaders.
Hospitality Professionals: Interview on Guest Experience Operations
$175 one-time payment. Terac is conducting a paid research study into hospitality operations and guest experience delivery. The role involves a remote video interview where hospitality professionals discuss their operational background, walk through recent service challenges, and explain how they manage daily workflows, staff training, and guest protocols. Suited to Guest Experience Managers, Front Office Managers, Directors of Operations, and General Managers with direct experience overseeing hotel or resort operations.
Voice AI Phone Agents: Paid User Interview ($100 per interview)
Ethos is recruiting experienced users of voice AI phone agents for paid research interviews. Participants will discuss their hands-on experience with AI tools for call handling, appointment booking, and lead qualification in 45-minute video sessions. Applicants must use such tools regularly and have direct familiarity with the specific platform under study. Sessions are recorded and findings shared with the commissioning organisation.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
Rust Architect / Backend Developer
Globally remote contractor role for experienced Rust developers on micro1. Work 15+ hours weekly, flexible scheduling, addressing production backend challenges including service design, concurrency, APIs, and reliability. Output-based compensation structure; candidates should demonstrate substantial professional or open-source Rust experience and capability to own architectural decisions. Rapid onboarding expected.
AI Agent Sandboxes: Paid Developer Interview ($250 per interview)
Ethos is recruiting hands-on developers who have built and deployed AI agents or LLM-powered applications using cloud sandboxes for a paid research interview. Participants will discuss their experience with agent development, sandbox integration, tool evaluation, and friction points across a 45-minute video session. Compensation is provided for participation.
Note: Clicking through takes you to Ethos’s referral sign-up page — register first and Ethos will then show you available roles matching your profile from those listed here.
PC Hardware Enthusiasts: Custom Build Compatibility Review
$14 one-time payment. Terac is recruiting PC hardware enthusiasts, system integrators, and IT technicians to evaluate custom build component lists for compatibility during an online session. Participants will review parts for physical and technical fit, identify bottlenecks and missing requirements, and suggest alternatives. The work involves screen-sharing whilst navigating technical specifications. Suitable for hobbyist builders, professional integrators, repair technicians, and hardware reviewers with hands-on experience.
Designers: Web App and Website Tasteful Frontend
Terac seeks product designers, UI/UX designers, and design engineers to license original web app and website designs for a study on tasteful digital product aesthetics. Compensation is $1 one-time. Submit live links, screenshots, and screen recordings of your own work—personal projects, side projects, or products where you hold rights. Selected submissions enter a license agreement; your designs remain your property and are used only for research purposes.
Product Marketing Managers: GTM Brief Review for Bike Repair Tool
$45 one-time payment. Terac is seeking Product Marketing Managers and GTM Strategists to review a go-to-market brief for an appointment management tool targeting independent bicycle repair shops. The asynchronous task involves evaluating target audience assumptions, messaging, and launch strategy, then producing a report that distinguishes evidence-based claims from unsubstantiated assumptions and recommending a low-cost validation approach. Experience with retail software or small business tools is essential; familiarity with bike shops is advantageous.
Digital Product Users: Feedback on Everyday Tasks
$30 one-time payment. Terac is recruiting everyday internet users to participate in remote usability research on digital interfaces. You'll complete guided tasks, review scenarios, and share candid feedback on common friction points whilst thinking aloud. No technical expertise required—only regular web browser experience and willingness to articulate your reactions to everyday digital products.
View role & applyChemistry PhDs & Master's: Paid Remote Projects
$70 per task. Terac invites chemistry PhDs and Master's graduates to design original problems and write expert-level solutions remotely. Each task, taking up to 4 hours, involves creating one chemistry problem with full working. Work is reviewed for accuracy and quality after completion. Applicants require a completed Master's degree or PhD in Chemistry (including those currently undertaking doctoral study).
Chemistry PhDs & Master's: Paid Remote Projects
$112 per task. Terac connects chemistry PhDs and Master's holders with advanced research and technology teams to design original problems and write expert-level solutions. Work is completed remotely in self-contained projects lasting up to four hours each. Tasks undergo quality review before acceptance. Suited to graduates seeking flexible, problem-focused engagement.
Chemistry PhDs & Master's: Paid Remote Projects
$160 per task. Terac connects chemistry PhDs and Master's graduates with research teams to design original problems and provide expert-level solutions. Work involves completing written chemistry tasks remotely, each taking up to four hours, followed by accuracy review. Suited to qualified chemists seeking flexible, project-based contribution.
Chemistry PhDs & Master's: Paid Remote Projects
$77 / task. Terac seeks chemistry PhDs and Master's graduates to design original problems and write expert solutions for advanced chemistry projects. Work remotely on discrete writing tasks, each taking up to 4 hours, following screening and onboarding. All submissions undergo quality review before approval. Suits experienced chemists seeking flexible, project-based remote engagement.
Accounting Professionals: Evaluation of Core Workflows
$750 / task. Terac is recruiting mid-level accounting professionals to evaluate core financial workflows. Participants will discuss their day-to-day processes using industry-standard software such as QuickBooks, UiltraTax, or CCH ProSystem fx, react to hypothetical scenarios, and identify workflow challenges and improvement opportunities. Suitable for CPAs, staff accountants, tax associates, and corporate bookkeepers with hands-on experience in financial reporting, tax preparation, or bookkeeping.
Fintech Engineering Leaders: Interview on Card Issuing Platforms
$250 one-time payment. Terac is recruiting fintech engineering leaders, product managers, and technical directors with hands-on experience managing consumer card programs. Participants will join a structured remote video interview to discuss card issuing infrastructure, technical stack decisions, payment service provider integration, and workflow challenges. The research explores how architecture and vendor relationships affect platform reliability at both startup and enterprise scale.
Human Data Manager, New Grad
micro1 seeks recent graduates with bachelor's or master's degrees in Computer Science, Data Analytics, Industrial Engineering, Operations Management, Economics, Finance, or related fields for a full-time remote Data Manager role. You'll design data workflows, establish performance metrics, analyse datasets for insights, and collaborate across teams to optimise operational efficiency. Technical aptitude in data analysis or workflow optimisation is essential; experience with data visualisation tools or programming languages is preferred. This role suits organised, detail-oriented graduates eager to learn and work in a fast-paced environment supporting AI model training.
Video Data Annotator
$8-$10 / hr. Micro1 seeks Video Data Annotators to label and evaluate video and audio clips for AI training. Work involves assessing AI-generated descriptions, flagging compliance issues, and providing written feedback on content accuracy. Requires strong English, meticulous attention to visual and audio detail, and experience in video annotation or content moderation. No prior AI experience necessary. Contractor role based remotely.
SMB HR Professionals: Interview on Payroll Systems
$175 one-time payment. Terac is recruiting HR managers, payroll specialists, and operations leaders from small to medium-sized businesses for a single remote interview. Participants will discuss their organisation's payroll and HR software choices, walk through typical workflows, and compare competing platforms. The study aims to understand feature usage, integration challenges, and market gaps in administrative tools. Candidates need direct hands-on experience with HR software implementation or daily use.
Gujarati Transcription Expert
$8-$12 / hr. micro1 seeks Gujarati Transcription Experts to transcribe audio content, review for accuracy, and annotate linguistic nuances. Native or near-native Gujarati proficiency is essential. You'll maintain consistency across submissions, meet milestones, and communicate progress with coordinators. No AI experience required; transcription or annotation experience preferred. Remote contractor role.
Punjabi Transcription Expert
$8–$15 / hr. micro1 seeks Punjabi speakers to transcribe and annotate audio and video content, supporting AI language model development. Responsibilities include transcription, metadata annotation, quality review, and providing cultural context. Native or near-native Punjabi proficiency essential. Prior AI experience not required; transcription experience preferred. Remote contractor role.
Legal Headhunter – Referral Partner
Video Editors: Paid Interview on Creative Workflows
$33 one-time payment for a remote, AI-moderated interview on Terac exploring video editing workflows. Professional editors, motion graphics artists, and post-production specialists discuss their creative processes, software setups, and approaches to project challenges. No screen-sharing or actual editing work required. Suited to those with hands-on experience managing commercial, freelance, or long-form content.
Video Data Annotation Specialist
$8–$10/hr. micro1 seeks video data annotation specialists to label and evaluate short video and audio clips for AI training. You'll assess AI-generated descriptions, flag content compliance issues, and provide written feedback on model outputs. No prior AI experience required; strong English and meticulous attention to detail essential. Suitable for those with content moderation or annotation background, working independently and remotely.
Video Annotation Specialist
$8–$10 / hr. Micro1 seeks video annotation specialists to evaluate short video and audio clips for an AI training project. You will assess AI-generated descriptions against guidelines, provide written feedback on inaccuracies, and flag content requiring clarification. The role suits those with data annotation or content moderation experience and strong attention to detail. Prior AI knowledge is not required.
Logistics Managers: Parcel Shipping Contracts and Carrier Allocation
$133 one-time payment. Terac is conducting research into how organizations negotiate parcel shipping agreements and allocate carrier volume. Logistics managers, supply chain directors, and procurement specialists with direct experience managing shipping contracts and outbound distribution are invited to participate in a remote video interview discussing their professional strategies and decision-making processes.
ML Research Expert — Published First Author (Benchmark Authoring)
$150/hr for remote contract work designing and validating machine learning benchmarks. Suits Master's or PhD-level ML researchers with at least one first-author publication and hands-on experience writing ML code. Tasks span language models, deep learning, reinforcement learning, vision, robotics, systems, and specialised ML domains. Work involves authoring expert-level problem sets and grading rubrics. Flexible commitment from 5–40 hours weekly via AfterQuery.
Health Economics Expert
$90–$150/hr. AfterQuery seeks health economists to author and grade economic evaluations for frontier AI model training. You'll write realistic analyses with methodological reasoning, assess model outputs for soundness, and flag misleading conclusions. Requires a graduate degree in health economics or related field, 3+ years' professional experience, and proven modelling capability.
Quantitative Analyst Expert
$150 – $200/hr. AfterQuery seeks quantitative analysts to evaluate and create expert training data for AI models in derivatives pricing, time-series analysis, portfolio construction, and risk modelling. You'll assess AI-generated quantitative work for mathematical rigour and develop demonstrations from your own practice. Fully remote, asynchronous, and flexible hours. Requires advanced degree in mathematics, statistics, physics, computer science, or quantitative finance, plus two years' experience in quantitative research, trading, or risk modelling.
Biomedical Engineer Expert
$75 – $140/hr. AfterQuery seeks biomedical engineers to evaluate AI-generated medical device and biomedical content for technical accuracy, create expert demonstrations, and rank model responses. You'll assess device design, biomechanics, biomaterials, imaging, and regulatory submissions. Fully remote and asynchronous; you control your schedule. Requires a degree in biomedical engineering and two years' professional experience.
Environmental Scientist & Engineer Expert
$70 – $130/hr. AfterQuery seeks environmental scientists and engineers to evaluate and create training data for AI models learning environmental workflows. Work involves assessing AI-generated site assessments, permitting analysis, and remediation designs for technical accuracy, plus creating expert demonstrations from your own practice. Minimum two years' professional experience required. Fully remote, asynchronous, and flexible hours.
Actuary Expert
$80–$150/hr. AfterQuery seeks credentialed actuaries to evaluate and create expert training data for AI systems learning actuarial work. You'll assess AI-generated pricing, reserving, and valuation analyses for accuracy, and build demonstrations from your own practice in life, health, P&C, or pensions. Fully remote and asynchronous; minimum 10 hours weekly.
Cloud Engineer Expert
$85–$165/hr, paid weekly. AfterQuery seeks cloud engineers to author and evaluate infrastructure scenarios used by frontier AI labs to test model reasoning. Work involves designing realistic cloud architectures, writing reference solutions with technical justification, and grading model outputs for correctness, security, and cost efficiency. Fully async, remote, contractor basis with flexible weekly hours.
Certified Financial Planner Expert
$85–$130/hr. AfterQuery seeks certified financial planners to author and evaluate financial planning scenarios for frontier AI labs. You'll create realistic client cases, write detailed planning rationales, and grade AI-generated advice for accuracy and fiduciary soundness. Fully remote, asynchronous, flexible weekly hours. Requires active CFP certification, two years' client-facing experience, and breadth across retirement, tax, insurance, and estate planning.
Aerospace Engineer Expert
$100–$130/hr. AfterQuery seeks aerospace engineers to author and evaluate design scenarios used by frontier AI labs to test model reasoning. You'll write realistic engineering scenarios, document technical decision-making, and grade AI outputs for accuracy and compliance. Fully remote, asynchronous, minimum 10 hours weekly. Requires a degree in aerospace engineering and two years' professional experience in aerodynamics, structures, propulsion, or guidance and control.
Chemical Engineer Expert
$100–$130/hr. AfterQuery seeks chemical engineers to author and evaluate process design and safety scenarios for frontier AI testing. You'll create realistic scenarios from mass balances through safety reviews, write reference answers with technical reasoning, and grade model outputs for feasibility and safety compliance. Requires a chemical engineering degree, minimum two years' process or plant engineering experience, and strong technical communication skills.
Information Security Analyst Expert
$90 to $135/hr. AfterQuery seeks information security analysts to author and evaluate detection and incident response scenarios for frontier AI model testing. You'll write realistic security situations, provide investigative reasoning, and grade model outputs for technical accuracy. Requires 2+ years in security operations, incident response, or vulnerability management, with hands-on SIEM, EDR, or scanner experience. Remote, async, weekly pay.
Network Engineer Expert
$80–$120/hr. AfterQuery seeks experienced network engineers to create and evaluate routing, switching, and troubleshooting scenarios for frontier AI labs. You'll author realistic network problems, write detailed reference solutions, and assess model responses for technical accuracy and operational soundness. Requires minimum two years' hands-on production experience with core protocols and firewall configuration. Fully async, remote contract work with flexible weekly hours.
Structural Engineer Expert
$110–$195/hr. AfterQuery seeks structural engineers to author and evaluate design scenarios for frontier AI labs. You'll create realistic load analysis and connection design problems, write detailed reference solutions, and assess model outputs for code compliance and safety. Requires a degree in civil or structural engineering, minimum two years' design or analysis experience, and expertise in ASCE 7, ACI, or AISC codes. Fully remote, async work with flexible weekly hours.
Chartered Accountant Expert
$85–$125/hr, paid weekly. AfterQuery seeks chartered accountants to author and evaluate financial reporting and audit scenarios for frontier AI model testing. Work involves creating realistic accounting case studies, writing standards-based reference answers, and grading model outputs against IFRS and local GAAP. Fully remote and asynchronous with flexible weekly hours. Requires chartered accountant status from a recognized institute and minimum two years post-qualification experience in financial reporting, audit, or tax.
Electrical Engineer Expert
$100 to $125/hr. AfterQuery seeks electrical engineers to author and evaluate design scenarios for frontier AI labs. You'll write realistic engineering problems with reference solutions, grade model outputs for technical accuracy, and flag plausible but flawed designs. Requires a degree in electrical engineering, two years' professional experience, and depth in power systems, embedded hardware, or circuit design. Fully remote, asynchronous, minimum ten hours weekly, paid weekly via Stripe.
Healthcare Quality Specialist Expert
$80–$120/hr. AfterQuery seeks healthcare quality professionals to author and evaluate patient safety scenarios for frontier AI testing. You'll create realistic quality cases, write reference analyses, and assess model outputs for methodological rigour and regulatory compliance. Requires clinical licensure (RN equivalent) or CPHQ certification, plus 2+ years in quality, safety, or improvement work. Fully remote, asynchronous, no fixed hours.
Materials Science and Engineering Expert
$100–$130/hr. AfterQuery seeks materials scientists and engineers to author and evaluate failure analysis scenarios for frontier AI testing. You'll create realistic technical scenarios, write reference answers with property reasoning, and grade model outputs for feasibility. The role requires a degree in materials science or related field, plus two years' professional experience in materials engineering or R&D, with demonstrated depth in metals, polymers, ceramics, or semiconductors. Fully remote, asynchronous work, minimum ten hours weekly.
Statistician & Experimentation Expert
$80–$150/hr, paid weekly. AfterQuery seeks statisticians and experimentation experts to author and evaluate causal inference and A/B testing scenarios for frontier AI labs. You'll design realistic statistical studies, write reference solutions with methodological reasoning, and grade model outputs for soundness. Suited to those with an advanced degree in quantitative fields and at least two years of applied statistics or experimentation work. Fully remote, async, no fixed hours.
Architect Expert
$100 to $125/hr. AfterQuery seeks licensed architects or holders of professional architecture degrees to author and evaluate design and documentation scenarios for frontier AI model testing. You'll write realistic architecture scenarios from schematic through construction phases, provide reference answers explaining design decisions, and grade model outputs for quality and code compliance. Roles suit experienced practitioners with strong written communication who understand building codes and construction documentation.
Project Manager Expert
$80–$125/hr. AfterQuery seeks experienced project managers to author and evaluate planning scenarios for frontier AI labs. You'll create realistic project situations from kickoff through delivery, write reasoned reference answers, and grade model outputs for practical viability. Suited to practitioners with 2+ years managing real scope, budgets, and stakeholders across full project lifecycles. Fully async, weekly pay via Stripe.
Optics and Photonics Expert
$100/hr for optics and photonics specialists with 1+ years' hands-on experience in optical, photonic, or electromagnetic system modelling. AfterQuery seeks remote contractors to design technical problems, write expert reference solutions, and evaluate submissions. Work is fully asynchronous with flexible scheduling around existing commitments. Ideal for practitioners with simulation tool proficiency seeking project-based engagement at competitive rates.
Contract Manager/ Negotiator
$150/hr. AfterQuery seeks contract specialists to review and assess commercial redlines for legal quality, determining whether negotiation positions reflect competent counsel's judgment. Requires three years' hands-on experience in contract redlining and negotiation across agreements like MSAs, NDAs, and SaaS contracts. A law degree is not essential if you possess direct redlining expertise. Flexible, remote, task-based work suitable for those balancing other commitments.
ML Research Engineer — Inference & GPU Kernels
$100–$170/hr. AfterQuery seeks ML research engineers with 6–10 years' experience and doctoral-level qualifications to evaluate frontier AI models on inference and GPU kernel problems. Fully remote, asynchronous work defining correctness criteria and authoring reference solutions. Candidates must demonstrate current hands-on expertise, strong technical writing, and prior publication or recognized contributions. Four hours weekly commitment.
Mechanical / Hardware Design Engineer
$100–$170/hr. AfterQuery seeks senior mechanical and hardware design engineers (8–12 years' experience, bachelor's minimum) to support frontier AI research evaluation. You'll design technical scenarios, author reference solutions and grading rubrics, and assess AI outputs across CAD, RTL, and robotics domains. Fully remote, 4 hours weekly, contract-based. Requires hands-on current experience, strong technical writing, and comfort with independent, asynchronous work.
Security Engineer — Cryptanalysis / Reverse Engineering
$100–$170/hr. AfterQuery seeks security specialists with 6–10 years' experience to help evaluate frontier AI models on cryptanalysis and reverse engineering problems. This remote, contract research role involves designing technical scenarios, authoring reference solutions and grading rubrics, and assessing AI outputs for correctness and domain judgment. Requires hands-on field experience, strong written communication, and comfort with asynchronous work.
Enterprise Operations / Domain Analyst
$100–$170/hr. AfterQuery seeks senior domain experts with 8–12 years' experience in supply chain, finance, or compliance to evaluate frontier AI models on real-world expert problems. Remote, contract-based research work requiring you to design scenarios, author reference solutions, and grade AI outputs. Requires bachelor's degree, active field experience, and strong written communication. Asynchronous, 4 hours weekly minimum.
Creative Technologist — Audio / Design / UX
$100 – $170/hr. AfterQuery seeks senior creative technologists in audio, design, and UX to evaluate frontier AI models on expert-level problems. You'll design realistic technical scenarios, author reference solutions and grading rubrics, and assess AI outputs for correctness and domain judgment. Requires 6–10 years' hands-on experience, a bachelor's degree, and strong technical writing. Remote, asynchronous contract work at 4 hours per week.
Research Scientist — Formal Methods / Computational Science
$100–$170/hr. AfterQuery seeks senior domain experts holding PhDs with 10+ years' active experience in formal methods, computational science, mathematics, physics, chemistry, or biology. This remote, asynchronous research role involves designing expert-level problems, authoring reference solutions and grading rubrics, and evaluating frontier AI model outputs for correctness and reasoning quality. Suits researchers with publication records or recognised contributions seeking flexible, part-time engagement on cutting-edge AI evaluation.
Senior Domain Expert — Multi-Discipline AI Research Program
$100–$170/hr. AfterQuery is recruiting senior domain experts across seven specialist tracks—software engineering, formal methods, ML inference, operations, security, hardware design, and creative technology—to evaluate frontier AI model reasoning on complex real-world problems. The role involves designing technical scenarios, authoring expert reference solutions and grading rubrics, and assessing AI outputs. Fully remote and asynchronous, requiring 4 hours weekly, this suits practising professionals with 6–12 years' experience and strong written communication.
Software/ML Engineer
$100 – $150/hr. AfterQuery seeks experienced systems engineers to evaluate how frontier AI models reason about LLM inference, GPU optimization, and model serving. You'll design realistic technical scenarios, write reference solutions, and assess model outputs on systems-engineering problems. Requires a degree in computer science or related field, hands-on GPU or inference optimization expertise, and prior systems-engineering experience at a major tech company. Contract, remote, part-time.
Students Across All Disciplines (Masters/PhD)
$50–$150/hr. AfterQuery seeks currently enrolled graduate students across all disciplines to evaluate and validate AI training content using their specialist knowledge. Work is project-based and asynchronous, fitting around academic schedules. You assess materials for accuracy, interpret discipline-specific visual data, and provide structured written rationale. Ideal for those with research experience, particularly involving images or visual analysis, and familiarity with AI systems.
Students Across All Disciplines (Undergrad)
$50 – $150/hr. AfterQuery seeks undergraduates across all disciplines for remote, asynchronous AI evaluation work. You'll assess and validate content using genuine subject-matter knowledge from your field, interpreting visual materials like spectra, schematics, and clinical images. Project-based roles flex around your academic schedule; choose which assignments suit you. Suited to strong students with research experience, particularly those familiar with visual data or annotation work.
CRISPR & Gene Editing Subject Matter Expert (PhD / Masters)
$50 – $150/hr. AfterQuery seeks a PhD or Master's-level researcher with 2+ years of hands-on CRISPR and gene editing experience for a one-week AI safety evaluation project. You will assess AI-generated responses on gene editing topics for scientific accuracy and biosecurity risks, applying domain expertise to identify dual-use concerns. Work is remote and asynchronous, requiring 10–20 hours weekly. Ideal candidates have laboratory experience, familiarity with off-target analysis methods, and interest in the intersection of gene editing research and AI safety.
Law Student Expert
$100 – $150/hr. AfterQuery seeks current law students for remote contract work spanning legal document review, case research, and statutory analysis. Applicants must be enrolled at ABA-accredited institutions with strong academic records and excellent written communication. Projects run 2–3 weeks with flexible commitments of 10–20 hours weekly. Exposure to Y Combinator-backed startup, hands-on experience with real-world materials, and resume-building opportunity.
Project Iter
$120–$180/hr. AfterQuery seeks PhD-level researchers across quantitative and scientific disciplines for remote, project-based research work. You'll conduct literature reviews, design experiments, write technical documentation, and support AI model evaluation using your domain expertise. Roles run 2–3 weeks with flexible 10–20 hour weekly commitment. Requires completed or in-progress doctorate and minimum five years applicable industry experience.
Bioinformatics Machine Learning Expert
$150–$200/hr. This remote contract role on AfterQuery suits published researchers with combined expertise in machine learning and bioinformatics. You will develop and optimise ML models applied to genomic, transcriptomic, and multi-omics datasets over 2–3 weeks, working 10–20 hours weekly on asynchronous projects. Tasks span model training, pipeline design, and research applications using standard bioinformatics tools and frameworks.
Computational Materials Science Expert
$150–$200/hr. Remote, project-based contract work in computational materials science and machine learning over 2–3 weeks, with flexible commitment of 10–20 hours weekly. Requires published researcher status, master's or PhD, and demonstrated expertise in both ML and materials simulation techniques. Tasks span model development, simulation data analysis, and materials discovery workflows. Ideal for academics seeking portfolio-building opportunities with a Y Combinator-backed startup on AfterQuery.
Consulting expert
$100–$150/hr. AfterQuery seeks consulting experts to design and evaluate business scenarios for AI model training. You will create realistic consulting deliverables, write detailed analytical prompts, and provide feedback on model responses. Suited to practitioners with consulting experience who want flexible, part-time remote work on cutting-edge AI projects. Native English speaker required.
Audit or Assurance Accounting Expert
$75 – $150/hr. AfterQuery seeks audit professionals to design and evaluate auditing scenarios for AI model training. You'll create case studies and questions spanning audit planning, risk assessment, controls evaluation, and fraud detection, then assess model responses against auditing standards. Suits experienced auditors seeking flexible, remote contract work on audit technology innovation.
Financial Reporting Accountant Expert
$75–$150/hr. AfterQuery seeks accountants to develop financial reporting scenarios and evaluate AI model responses on GAAP compliance, revenue recognition, SEC disclosures, and consolidations. Create case studies, assess accuracy against accounting standards, and refine content difficulty. Suits practitioners with public company or Big 4 experience seeking flexible, asynchronous work on accounting AI innovation.
Forensic Accountanting Expert
$75–$150/hr. AfterQuery seeks forensic accountants to design fraud investigation scenarios and litigation support case studies for AI model training. The role involves creating complex accounting challenges, evaluating model responses against investigative standards, and collaborating with experts to refine content difficulty. Suits experienced practitioners with CPA, CFE, or CFF credentials who can work flexibly, ten hours weekly, on a contract basis.
Tax Accountant Expert
$75–$150/hr. AfterQuery seeks tax accountants to design and evaluate AI training scenarios covering tax preparation, planning, compliance, and regulatory interpretation. Work involves developing case studies, validating model responses against tax best practices, and collaborating with specialists to refine content difficulty. Suits experienced tax professionals seeking flexible remote engagement with a YC-backed startup.
Investment Banking / Private Equity Expert
$100 – $200/hr. AfterQuery seeks investment banking or private equity professionals with 1–3 years' experience for remote, project-based work. You'll build financial models, perform corporate valuations using DCF and LBO methods, and apply accounting principles to real-world scenarios. Work is asynchronous over 2–3 weeks at 10–20 hours weekly, accepting projects that fit your schedule. Ideal for those strengthening technical skills and building resume credentials.
Attorney
$75–$200/hr. AfterQuery seeks qualified attorneys to design and evaluate legal reasoning scenarios for AI training modules. The remote, contract position involves creating case studies across multiple practice areas, assessing model responses for logical consistency, and collaborating with legal and technical teams. Suits experienced practitioners or academics seeking flexible engagement with legal technology innovation.
Junior Consultant Expert
$100–$150/hr. AfterQuery seeks current or former consultants with 1–5 years' experience to create authentic consulting deliverables and analytical frameworks for AI training. You'll design research briefs, strategy documents, and client materials alongside detailed prompts and quality rubrics. The role demands strong desk research, structured problem-solving, and polished business writing. Remote, asynchronous, 15 hours weekly.
Senior Full-Stack Engineer
$100-180 / hour. AfterQuery seeks a Senior Full-Stack Engineer to build production-quality applications serving as AI training datasets. You'll design end-to-end solutions across diverse domains using Next.js, Redis, and SQL, implementing features like authentication, data management, and real-time functionality. The role suits experienced engineers comfortable architecting complete systems that demonstrate varied architectural patterns and business logic for AI model training purposes.
Medical MD Expert
$120 – $200 / hour. AfterQuery seeks licensed MDs to design and evaluate medical scenarios for AI training. Working remotely for 20 hours weekly, you'll develop clinical case studies, assess AI responses for accuracy against current guidelines, and collaborate to ensure real-world relevance. Suits clinicians or researchers with expertise in specialised medicine, ideally with experience in medical education or digital health technology.
Medical Expert
$50–$200/hr. AfterQuery seeks medical professionals—doctors, nurses, PAs and equivalent—to train and evaluate AI clinical reasoning. Work includes crafting diagnostic scenarios, assessing model responses for medical accuracy, identifying errors in reasoning or lab interpretation, and evaluating treatment logic across diagnosis, pharmacology, patient safety and nursing domains. Contract role, 40 hours weekly.
Physics General Experts
AfterQuery seeks physics experts for contract work at $0–$200/hr. This remote role involves an initial assessment to qualify for various paid projects, ranging from general physics tasks to specialized assignments. Candidates commit to 40 hours weekly. Suitable for physicists and physics specialists seeking flexible, project-based opportunities.
No live roles match your search.
AI training work is organised by profession, task and software — not by topic or sector. Try your field (for example “nursing” or “Python”), clear the filters, or browse the categories further down the page. The always-open talent pools below are a good place to start.
These pools never close. If nothing above matches you today, join the pool for your field and the platform will come to you when a project fits.
Always-open talent pools
Separate from the roles above — these pools never close. You join the pool once, complete a profile and a short AI interview, and the platform matches you to projects as they come up. The clinical pools lead.
Physician Talent Network
$110.0-$250.0 / hourly. Mercor's Physician Expert Network connects qualified clinicians with AI companies for flexible contract work. Physicians contribute to AI model training and evaluation, create real-world medical scenarios, and provide domain expertise to advance AI research. Work typically involves 15–30 hours weekly, entirely remote. Suits experienced clinicians seeking independent, scheduled project opportunities.
Nursing Talent Network
$60.0-$120.0 / hourly. Mercor's Nursing Talent Network connects qualified nurses with AI research opportunities. Work involves training and evaluating AI models, creating realistic clinical scenarios, and providing nursing expertise to advance AI development. Flexible remote contracts typically require 15–30 hours weekly. Requires professional experience in patient care, medication administration, and clinical documentation.
Accountant
$65 / hr. SME Careers seeks accounting experts to review and create AI-training content on a remote contractor basis. You will evaluate AI-generated accounting responses for accuracy and reasoning quality, identify errors in journal entries and reconciliations, develop gold-standard solutions, and test outputs for compliance with GAAP/IFRS. Requires a bachelor's degree in accounting or finance plus five years' professional experience; CPA/ACCA/CMA valued. No current project availability; qualified candidates enter the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Advanced Coding Expert
$70–$100/hr. AfterQuery seeks experienced software engineers to design complex, investigation-heavy coding tasks for AI agent evaluation and training. You will author realistic engineering problems from substantial codebases, write clear prompts, build deterministic test suites, and containerize tasks using Docker. Ideal candidates maintain large private codebases, have production or open-source systems experience, and understand coding agent capabilities.
Advertising Expert
$70/hr. SME Careers seeks an advertising expert to evaluate AI-generated ad outputs and create gold-standard campaign assets. You'll assess ad copy, creative briefs, and testing strategies across Meta, Google, TikTok, LinkedIn, and programmatic channels; flag compliance and messaging issues; and provide detailed written feedback on reasoning quality and strategic fit. Requires a marketing or communications degree plus five years' hands-on agency or in-house campaign experience. No immediate project available, but qualified candidates enter the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Android Engineer (Kotlin and Java)
$110 / hr. SME Careers seeks Android engineers with 4+ years' production experience to evaluate and improve AI-generated code, architectures, and explanations. Work remotely reviewing Android solutions for correctness, security, and performance across Kotlin, Jetpack Compose, concurrency, networking, and testing. Create reference implementations and detailed technical guidance. Suitable for specialists in modern Android development seeking contract work; no immediate project available but qualified candidates will be prioritised for upcoming opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Angular Engineer
$90 / hr. SME Careers seeks an Angular Engineer to evaluate and improve AI-generated frontend code and solutions. You'll review Angular implementations, RxJS patterns, performance optimisation, and state management; fact-check technical explanations; produce reference solutions demonstrating best practices; and rate AI responses for correctness and reasoning quality. Requires 4+ years production Angular experience (12+), expert TypeScript and RxJS knowledge, understanding of change detection and SSR, and C1 English. Remote, hourly contractor role; no immediate project but early access to future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Anthropology Quality Assurance Lead (QAL)
$65/hr. This remote contractor role with SME Careers involves leading quality assurance for anthropology-focused AI training projects. You will review AI-generated anthropology content, assess trainer performance, provide written feedback against detailed rubrics, and manage quality workflows across remote expert teams. The role suits anthropologists with at least three years of research, teaching, ethnography, or fieldwork experience and strong expertise in cultural relativism, ethnographic methods, and ethical representation. Note: no immediate project is available, but qualified candidates will be prioritised for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Architecture and Design Quality Assurance Lead (QAL)
$75/hr. SME Careers seeks an architecture or design professional to lead quality assurance across AI training projects spanning architecture, interior design, and urban design. You will review AI-generated content, assess trainer performance, provide feedback via structured processes, and maintain documentation across remote expert teams. The role requires strong design expertise, architectural knowledge spanning codes and sustainability, excellent written communication, and experience managing quality workflows. No immediate project exists; qualified candidates join the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Astronomer & Space Scientist
$100 / hr. SME Careers seeks astronomers and space scientists with 4+ years' professional experience to evaluate how advanced AI systems understand and communicate complex domain concepts. You'll assess model-generated responses for scientific accuracy, logical rigour, and clarity; challenge outputs with realistic scenarios; and refine AI reasoning on topics spanning orbital mechanics, astrophysics, cosmology, and planetary science. A Master's or PhD is preferred. No immediate project available; qualified candidates will be contacted when opportunities arise.
Note: SME Careers asks you to create a free account before it shows the role.
Astronomer Quality Assurance Lead (QAL)
$110 / hr. SME Careers seeks an Astronomer Quality Assurance Lead to oversee astronomy and astrophysics AI training content on a remote, hourly contractor basis. You will review AI-generated explanations, assess scientific accuracy and clarity, provide feedback to trainers and QAs, maintain documentation, and ensure consistency against project rubrics. The role suits individuals with a degree in astronomy, astrophysics, or related physics fields, plus three years of research, teaching, or scientific experience. No immediate project is available; qualified candidates will be prioritised for future opportunities.
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Attorney and Lawyer
$120 / hr. SME Careers seeks qualified attorneys to review AI-generated legal responses and create expert training content across diverse practice areas. You'll evaluate reasoning quality, identify errors in analysis and rule application, fact-check legal concepts, and produce model answers demonstrating correct legal reasoning. Work involves assessing accuracy, clarity, and risk awareness whilst ensuring AI outputs remain reliable and defensible. Requires JD/LLB, active bar membership, and 5+ years' practice experience. No immediate project available; qualified candidates will be prioritised for future opportunities.
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Backend Engineer Talent Network
$70.0-$150.0 / hourly. Mercor's Backend Engineer Talent Network connects experienced engineers with AI research projects. You'll train and evaluate models, create real-world engineering tasks, and provide domain feedback. This is rolling contract work for those with proven API development, microservices, database architecture, and distributed systems expertise. Typical projects require 15–30 hours weekly; you work remotely on your own schedule.
Bash Team Lead
$65 / hr. SME Careers seeks a Bash Quality Assurance Lead for remote contractor work overseeing shell-scripting AI training projects. You will review AI-generated code and trainer output, provide written feedback against project rubrics, assess script correctness and security, communicate with contributors via Discord, maintain documentation, and support onboarding. The role suits experienced Linux/DevOps professionals with 3+ years Bash expertise and remote team leadership experience. No immediate project availability; qualified candidates join an expert network for future opportunities.
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Bilingual Chinese Experts
$50–$100/hr. AfterQuery seeks bilingual Chinese experts for contract work across miscellaneous projects. This role suits professionals fluent in both Chinese and English who can commit 40 hours per week remotely. No specific qualifications are stated, making this accessible to experienced bilingual practitioners across various fields.
Biologist
$70/hr. SME Careers seeks biologists to evaluate AI-generated biological responses, assess reasoning quality, and provide expert feedback. You'll review solutions for accuracy and clarity, identify conceptual errors, fact-check information, and write model explanations. Requires an MSc or PhD in biology or related life sciences from a top-100 university, peer-reviewed publication record, and C1 English. No immediate project available; qualified candidates will be contacted for future opportunities.
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Biologist Talent Network
$60.0-$80.0 per hour. Mercor's Biologist Talent Network connects life sciences professionals with AI research projects. You'll train and evaluate AI models, design tasks based on real-world scenarios, and provide domain expertise to advance frontier research. Typical projects require 15–30 hours weekly. Ideal for those with molecular and cellular biology experience, strong experimental design skills, and independent remote work capability.
Biology Experts
$50–$200/hr. AfterQuery seeks biology experts to train and evaluate AI reasoning in life sciences. Work involves crafting biology prompts, assessing model responses for scientific accuracy, identifying errors including fabricated citations and outdated nomenclature, developing model answers, and creating evaluation rubrics. Contract role, 20 hours weekly, fully remote. Suits experienced biologists comfortable with AI assessment.
Biology Quality Assurance Lead (QAL)
$75/hr. SME Careers seeks a Biology QA Lead to oversee quality and consistency across biology AI training projects. You will review AI-generated biology content, evaluate scientific accuracy and experimental reasoning, provide written feedback to trainers and QAs, flag safety concerns, maintain documentation, and support remote team activation. Requires a biology degree, 3+ years professional biology experience, strong English, and familiarity with lab workflows and remote collaboration tools. No immediate project available; qualified candidates join the expert network for future opportunities.
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Brand & Strategy Expert
$85 / hr. Remote contractor role evaluating and creating brand strategy content for AI training via SME Careers. You'll review AI-generated positioning, messaging frameworks, and go-to-market outputs; identify reasoning gaps; and produce model deliverables demonstrating strategic rigour. Requires 5+ years in brand strategy, marketing strategy, or consulting, plus bachelor's degree in marketing or related field. No immediate project available; qualified candidates join the expert network for future opportunities.
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Business Intelligence Analyst Talent Network
$70.0-$120.0 per hour. Mercor's talent network connects Business Intelligence Analysts with AI labs and companies for contract projects. Work involves training and evaluating AI models, creating tasks based on real-world scenarios, and providing domain-specific feedback. Typical commitments range from 15–30 hours weekly. Requires SQL, data visualisation tools (Tableau/Power BI), and data modelling expertise, plus strong independent communication.
C Engineer
$65 / hr. SME Careers seeks a C engineer to review and evaluate AI-generated systems code, identify technical errors, and produce reference implementations and detailed explanations. You'll assess code for correctness, safety, and performance, rate AI responses, and help train foundation models. Requires 4+ years production C development experience, deep systems-level expertise, and C1 English proficiency. Note: no immediate project; qualified candidates will be contacted when opportunities arise.
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C Team Lead
$75/hr. SME Careers seeks a C Quality Assurance Lead to oversee code quality across C programming AI training projects. You will review AI-generated C code, assess trainer performance, provide written feedback, and maintain quality standards covering correctness, memory safety, compilation, and readability. The role suits experienced C developers with systems or embedded background who can lead remote technical teams and document quality processes. Note: no immediate project available; qualified candidates enter the expert network for future opportunities.
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C# Engineer
$65 / hr. SME Careers seeks a C# engineer to evaluate and create AI training content for software engineering topics. You will assess AI-generated responses for accuracy and reasoning quality, produce model solutions demonstrating correct methodology, and help validate AI model reliability. Requires 2+ years C# experience, strong .NET ecosystem knowledge, database familiarity, and C1 English. Prior AI data annotation experience is advantageous. Fully remote contractor role; note that no immediate project exists, but qualified candidates will be prioritised for future opportunities.
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C# Team Lead
$75 / hr. SME Careers seeks a C# Quality Assurance Lead to oversee training data quality across AI projects. You'll review AI-generated code and trainer performance, provide written feedback against project guidelines, assess correctness, security, and execution standards, and mentor remote contributors. Requires 3+ years C# or .NET development experience, strong grasp of async patterns and .NET ecosystems, and remote team leadership experience. Note: no immediate project available; qualified candidates will be contacted for future opportunities.
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C++ Engineer
$65 / hr. SME Careers seeks a C++ Engineer to evaluate and improve AI-generated code, systems designs, and technical explanations. Review C++ implementations for accuracy, logic errors, memory handling, and performance; write high-quality reference solutions and detailed reasoning. Requires a bachelor's degree, four-plus years developing production C++ for systems or performance-critical applications, expert modern C++ knowledge, and strong systems programming background including concurrency and optimisation. Remote contractor role; currently no active project, but qualified applicants join the expert network for future opportunities.
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C++ Team Lead
$75 / hr. SME Careers seeks a C++ Quality Assurance Lead to oversee code quality and trainer performance across C++ AI training projects. You will review AI-generated code, assess trainer work against project guidelines, provide technical feedback, and manage quality workflows for remote teams. The role involves code review, documentation, onboarding, and process improvement. Requires 3+ years C++ development experience, strong modern C++ knowledge, and remote team leadership experience. No immediate project available; qualified candidates will be contacted for future opportunities.
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Cantonese Quality Assurance Lead (QAL)
$40/hr. A Hong Kong-based quality leadership role overseeing Traditional Chinese and Cantonese content for AI training projects. You'll review trainer and QA work, provide written feedback, manage documentation, run onboarding, and ensure quality standards across remote teams. Requires native or near-native Traditional Chinese proficiency, strong Cantonese knowledge, and 3+ years' experience in writing, editing, translation, or QA. No immediate project; qualified candidates join the expert network for future opportunities. SME Careers.
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Chemist Talent Network
$60.0-$80.0 / hourly. Mercor's Chemist Talent Network connects chemistry professionals with AI research projects. Selected experts train and evaluate AI models, create chemistry-based tasks, and provide domain feedback. Roles suit those with analytical chemistry and laboratory experience seeking flexible, remote contract work on variable-duration assignments.
Clinical Researcher
$70 / hr. SME Careers seeks a Clinical Researcher to evaluate AI-generated biomedical content and develop training materials. You'll assess research methodology, statistical reasoning, study design, and evidence interpretation; identify errors in trial design and bias; and write model solutions. Requires a bachelor's degree and 5+ years' clinical research experience in academia, hospitals, CROs, or biopharma. Prior AI data training experience preferred. Remote contractor role; no immediate project, but qualified candidates join the expert network for future opportunities.
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Compliance & Risk Specialist Talent Network
$60.0-$80.0 / hourly. Mercor seeks compliance and risk specialists to train and evaluate AI models for leading labs and companies. Work involves assessing regulatory frameworks, creating real-world scenario tasks, and providing domain feedback on a flexible, rolling-basis contract model. Typical projects require 15–30 hours weekly. Remote, independent work suited to experienced professionals with strong communication skills.
Compliance and Regulatory Expert
$95 / hr. SME Careers seeks compliance and regulatory experts to evaluate AI-generated outputs on risk, policy, and control design. Review reasoning quality, identify regulatory interpretation errors, fact-check claims, and create gold-standard compliance content. Requires 5+ years compliance or regulatory experience in regulated sectors, strong writing ability, and familiarity with frameworks like GDPR, CCPA, SOX, and GRC tooling. No current project live; qualified candidates join the expert network for future opportunities.
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Contract Review Expert
$100 / hr. SME Careers seeks a Contract Review Expert to assess AI-generated contract analyses and create gold-standard training content. You will evaluate reasoning quality, spot legal risks across commercial agreements, identify clause interpretation errors, and write clear explanations and redlines for non-legal audiences. Requires JD/LLB or equivalent paralegal/contracts background with 5+ years' professional experience in legal, law firm, procurement, or contracts roles.
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Copywriter & Content Expert
$55 / hr. SME Careers seeks an experienced copywriter to evaluate and create marketing content for AI training. You'll assess AI-generated outputs for clarity, accuracy, tone, and brand fit; identify logical flaws and compliance risks; and produce model responses demonstrating strong writing technique. Suitable for professionals with 5+ years in copywriting, content marketing, or editorial work and a degree in Communications or related field. No immediate project, but qualified candidates join the expert network for future opportunities.
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Cultural Studies Quality Assurance Lead (QAL)
$65 / hr. This remote contractor role with SME Careers involves overseeing quality across art history and cultural studies AI training projects. You will review AI-generated content, evaluate trainer performance, provide written feedback against project rubrics, identify quality issues, support onboarding, and maintain documentation. The role suits humanities experts with strong art historical knowledge, visual analysis capability, and remote team experience. No immediate project availability, but qualified candidates will be contacted when opportunities arise.
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Dart Team Lead
$65 / hr. SME Careers seeks a Dart Quality Assurance Lead to oversee code quality and trainer performance on AI training projects. You'll review AI-generated Dart and Flutter code, assess correctness and maintainability, provide written feedback against project guidelines, and ensure contributors meet standards. Requires 3+ years in Dart, Flutter, mobile or code review roles, with strong grasp of null safety, async behaviour, and type systems. Remote contractor role; no immediate project available, but qualified applicants will be prioritised for future opportunities.
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Data Scientist
$100 / hr. SME Careers seeks data scientists to evaluate AI-generated analytical solutions, code, and model outputs for accuracy and clarity. You will assess methodology, identify statistical errors, fact-check quantitative claims, and create detailed step-by-step explanations demonstrating correct approaches. This remote contractor role suits experienced practitioners with strong Python, SQL, and statistical expertise. Note: no immediate project availability; qualified candidates will be prioritised for future opportunities.
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Data Scientist Talent Network
$100.0–$150.0 per hour. Mercor is assembling a talent network of experienced data scientists for potential future evaluations of AI system performance on real-world data science tasks. Work may include designing grading criteria for analyses, ML pipelines and experiments, assessing AI-generated outputs, and writing detailed scoring justifications. Requires 1+ years professional data science experience at leading tech, research or quantitative firms, with strong Python, SQL, statistical and ML expertise.
Data Scientist Team Lead
$110 / hr. This remote contractor role with SME Careers involves leading data science quality assurance across AI training projects. You'll review AI-generated content and trainer output for statistical accuracy, code correctness, and methodological soundness. Responsibilities include spot-checking work, providing written feedback, identifying recurring issues, onboarding contributors, and maintaining documentation. The role suits experienced data scientists, statisticians, or machine learning professionals with strong communication skills and familiarity with Python, SQL, and cloud platforms. Note: no immediate project availability.
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Dentist
$90 / hr. SME Careers seeks qualified dentists to evaluate AI-generated dental responses and create expert content for training foundation models. You'll assess clinical reasoning, diagnostic accuracy, treatment planning logic, and patient-safety implications, identifying errors in pharmacology, contraindications, and radiographic interpretation. This remote contractor role suits dentists with 5+ years' experience and active licensure. Work is available as projects arise through the expert network.
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DevOps / Platform Engineer Talent Network
$70.0-$150.0 / hourly. Mercor seeks DevOps and platform engineers for its expert network supporting AI labs and companies. Work involves training and evaluating AI models, creating real-world scenario tasks, and providing domain expertise to advance research. Projects typically require 15–30 hours weekly. Candidates need professional experience with CI/CD pipelines, cloud platforms (AWS, GCP, Azure), and containerisation tools (Docker, Kubernetes), plus strong communication and independent working skills.
Economics Quality Assurance Lead (QAL)
$90/hr. SME Careers seeks an Economics Quality Assurance Lead for remote contractor work overseeing economics AI training projects. You'll review AI-generated economics content, evaluate trainer and QA work against detailed rubrics, provide written feedback on accuracy and reasoning, and lead quality workflows across remote expert teams. The role requires a bachelor's degree minimum in economics or related quantitative field, three years' experience in economics research, teaching, policy analysis, or consulting, and expertise in micro- and macroeconomics, econometrics, and causal reasoning.
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Excel Team Lead
$55/hr. SME Careers seeks an Excel Quality Assurance Lead for remote contractor work overseeing spreadsheet AI training projects. You will review AI-generated formulas, financial models, and analysis explanations; spot quality issues; provide written feedback to trainers and QA staff; maintain documentation and style guides; and support contributor onboarding. The role suits experienced Excel professionals with strong financial modelling or data-analysis backgrounds and remote team experience. Note: no immediate project available, but qualified candidates will be prioritised for future opportunities.
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Financial Analyst
$85 / hr. SME Careers seeks a financial analyst to evaluate AI-generated finance content and create gold-standard training outputs. You'll assess model accuracy, identify errors in logic and assumptions, fact-check calculations, and write clear explanations demonstrating correct analytical methods. The role suits finance professionals with 5+ years' experience in FP&A, corporate finance, investment banking, or related fields. No immediate project available; qualified candidates will be contacted for upcoming opportunities.
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Financial Analyst Talent Network
$60.0-$180.0 / hourly. Mercor's Financial Analyst Expert Network connects experienced professionals with AI companies and labs for contract projects. You'll train and evaluate AI models, create finance-based tasks reflecting real-world scenarios, and provide domain feedback to advance AI research. Work flexibly, typically 15–30 hours weekly, from home. Requires professional background in financial modelling, forecasting, statement analysis, and budgeting.
Financial Quality Assurance Lead (QAL)
$90/hr. SME Careers seeks a Finance Quality Assurance Lead to oversee AI training data quality across finance projects. You'll review AI-generated financial content, trainer work, and ensure accuracy in calculations, reasoning, and terminology. The role involves quality monitoring, team communication via Discord, onboarding, documentation, and flagging compliance risks. Requires a finance degree, 3+ years finance experience, and strong English. Based in India or the United States.
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Fintech and Crypto Expert
$100 / hr. SME Careers seeks a fintech and crypto expert to evaluate AI-generated responses on payments, blockchain, and Web3 topics. You will assess reasoning quality, identify technical errors in financial product logic and regulatory compliance, and create gold-standard explanations. The role suits professionals with 5+ years in fintech, payments, banking, or crypto, plus strong understanding of custody risks, fraud vectors, and compliance frameworks. Remote contractor position; no immediate project, but qualified candidates join the expert network for future opportunities.
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Frontend Engineer Talent Network
$70.0-$150.0 / hourly. Mercor's Frontend Engineer Expert Network connects experienced frontend developers with AI labs and companies for flexible contract work. Contribute to AI model training and evaluation, create real-world engineering tasks, and provide domain feedback. Projects typically involve 15–30 hours weekly, with expertise in modern JavaScript frameworks, responsive design, and performance optimisation required. Work remotely on your own schedule.
Full Stack Engineer (Node.js and React)
$100/hr. SME Careers seeks a Full Stack Engineer with 4+ years building production Node.js and React applications to evaluate AI-generated code, design systems, and technical explanations. You'll assess solutions for correctness, security, and performance; identify issues in API design, authentication, data modeling, and testing; write reference implementations and clear explanations demonstrating best practices; and rank AI responses. Strong TypeScript proficiency across both stacks, database expertise, and testing culture required. C1 English essential. Currently no active projects, but qualified candidates join the expert network for future opportunities.
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Full-Stack Engineer Talent Network
$70.0-$150.0 / hourly. Mercor's Full-Stack Engineer talent network connects experienced developers with AI research organisations. Work involves training and evaluating AI models, creating engineering tasks based on real-world scenarios, and providing domain feedback. Requires professional experience across frontend (React, Angular, Vue), backend (Node.js, Django, Spring), and databases. Projects typically run 15–30 hours weekly, flexibly scheduled.
General AfterQuery Expert (Data Annotator)
$25 - $60/hr. Remote contract role on AfterQuery for experienced professionals across any sector. You will annotate and evaluate data samples—text, documents, and model outputs—using structured frameworks and professional judgment. The work suits practitioners with genuine domain expertise who can provide detailed reasoning and quality assessments. Minimum five hours weekly commitment; flexible scheduling available.
General Finance Expert
$35 - $150/hr. AfterQuery seeks finance experts to train and evaluate AI reasoning across financial domains. Work includes crafting finance prompts, assessing model responses for accuracy and logical soundness, identifying calculation errors and metric inconsistencies. Suitable for those with expertise in financial modelling, valuation, accounting, corporate finance or markets. Full-time contract, remote.
Geology Quality Assurance Lead (QAL)
$70 / hr. SME Careers seeks a geology or earth sciences QA lead to oversee quality and consistency across geology AI training projects. You will review earth science content for scientific accuracy, geologic reasoning, terminology, and compliance with project guidelines. Responsibilities include monitoring quality, evaluating AI-generated explanations, communicating with remote trainer teams, maintaining documentation, and identifying process improvements. Requires a bachelor's degree minimum in geology or related earth science field, 3+ years relevant experience, and strong English communication skills.
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Go Engineer
$60 / hr. SME Careers seeks experienced Go engineers to review and evaluate AI-generated code, assess solution quality, and provide expert feedback on correctness, readability, and adherence to backend best practices. You will identify errors in concurrency and error handling, fact-check information, and rate multiple AI responses. The role suits backend-focused developers with strong Go expertise and LLM familiarity. Note: no immediate project available; qualified candidates will be prioritised for future opportunities.
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Go Team Lead
$70/hr. SME Careers seeks a Go Quality Assurance Lead to oversee quality across AI training projects. You will review AI-generated Go code, evaluate trainer and QA work against project guidelines, spot quality issues, and provide written feedback. Responsibilities include code review, trainer communication, documentation, onboarding, and process improvement. Requires 3+ years Go development or backend engineering experience, strong Go fundamentals, familiarity with Go tooling, and remote team support experience. No immediate project available; qualified candidates will be contacted for future opportunities.
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Graphic & UX/UI Designer Talent Network
$60.0-$80.0 / hourly. Mercor seeks experienced graphic and UX/UI designers for its expert network, matching professionals with AI research projects. Successful applicants will train and evaluate AI models, create design-focused tasks, and provide specialist feedback. Projects typically require 15–30 hours weekly. Candidates need demonstrable experience in interface design tools (Figma, Adobe XD), visual design, and prototyping, alongside strong communication and independent working capacity.
History Quality Assurance Lead (QAL)
$50/hr. SME Careers seeks a History Quality Assurance Lead to oversee accuracy and consistency across history-focused AI training projects. You'll review AI-generated historical content, evaluate trainer performance against detailed rubrics, provide written feedback, manage remote expert teams, and develop documentation. This role suits historians with 3+ years' research, teaching, or editorial experience, strong English communication, expertise in historiography and primary sources, and familiarity with remote collaboration tools. There is no immediate project, but qualified applicants will be contacted for relevant opportunities.
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HR & Administration Specialist Talent Network
$60.0–$80.0 per hour. Mercor's HR & Administration Specialist talent network connects experienced professionals with AI companies for contract work training and evaluating models. Contributors with background in talent acquisition, onboarding, payroll, benefits, HR policy, or compliance create tasks and provide feedback on real-world scenarios. Flexible projects typically require 15–30 hours weekly. Work remotely on your own schedule after profile approval and AI interview.
HTML/CSS Team Lead
$80/hr. SME Careers seeks an HTML/CSS Quality Assurance Lead for remote contractor work overseeing frontend AI training project quality. You'll review AI-generated code and trainer work, evaluate semantic correctness, accessibility, responsive design and browser compatibility against detailed rubrics, provide written feedback, and manage QA workflows across remote technical teams. Requires a bachelor's degree (or equivalent frontend development experience), three-plus years in HTML/CSS or related work, and strong English communication. Note: no immediate project available; qualified candidates will be contacted first when relevant opportunities arise.
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Insurance Expert
$70 / hr. Remote contractor role evaluating AI-generated insurance responses and creating expert training content. You'll assess coverage analysis, claims scenarios, underwriting decisions, and policy guidance for accuracy, compliance, and reasoning quality. Requires a bachelor's degree and 5+ years' insurance experience across claims, underwriting, brokerage, actuarial, risk management, or operations. Strong policy fundamentals and written communication essential. No immediate project available; qualified applicants join an expert network for future opportunities via SME Careers.
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iOS Engineer (Swift and Objective-C)
$110/hr. SME Careers seeks experienced iOS engineers to evaluate and improve AI-generated code across Swift, Objective-C, UIKit, SwiftUI, and mobile architecture. You will review AI outputs for correctness, security, and performance; identify issues in concurrency, memory management, and networking; and produce reference implementations and technical explanations. Requires 4+ years production iOS experience, Swift 5+ expertise, and strong fundamentals in app lifecycle, testing, and security. Remote, contractor basis. No immediate project available; qualified candidates will be contacted when opportunities arise.
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Java Engineer
$55 / hr. SME Careers seeks an experienced Java engineer to evaluate AI-generated code, architectural solutions, and technical explanations. You'll assess accuracy and clarity, identify logical and performance issues, fact-check information, and create reference implementations. The role involves ranking AI responses and testing models for reliability. Fully remote, contractor-based work. No immediate project currently available, but qualified candidates will be prioritised when opportunities arise.
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Java Team Lead
$70/hr. SME Careers seeks a Java Team Lead to oversee quality assurance across AI training projects. You will review AI-generated Java code, evaluate trainer performance, provide written feedback against detailed rubrics, and manage remote contributor workflows via Discord. The role demands strong Java expertise, excellent English communication, and meticulous attention to detail. Currently no active project, but qualified candidates join the expert network for future opportunities.
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JavaScript Engineer
$60/hr. SME Careers seeks a JavaScript engineer to evaluate and create AI-generated code explanations and solutions for AI model training. You'll assess code accuracy, clarity, and reasoning quality, identify errors, and produce pedagogical technical content. Requires 2+ years production JavaScript experience, deep ES6+ proficiency, frontend or backend framework expertise, and C1 English. Fully remote, contract basis. No immediate project available, but qualified candidates join the expert network for future opportunities.
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JavaScript Team Lead
$70 / hr. SME Careers seeks a JavaScript Quality Assurance Lead to oversee code quality and trainer performance across remote AI training projects. You will review AI-generated JavaScript, provide written feedback against rubrics, manage contributor performance, maintain documentation, and lead onboarding. The role requires 3+ years JavaScript development experience, strong English communication, and expertise in core concepts, security risks, and modern tooling. Note: no immediate project available; qualified candidates will be contacted when opportunities arise.
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Kotlin Engineer
$55 / hr. SME Careers seeks a Kotlin engineer to evaluate and create AI-generated responses for model training. You'll assess code solutions for accuracy and clarity, identify methodological errors, and craft expert explanations demonstrating correct approaches. Requires 2+ years hands-on Kotlin development, Bachelor's in Computer Science, strong LLM familiarity, and C1 English proficiency. No immediate project available; qualified candidates join an expert network for future opportunities.
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Kotlin Team Lead
$65/hr. SME Careers seeks a Kotlin Quality Assurance Lead to oversee code quality and trainer performance on AI training projects. You'll review AI-generated Kotlin code and contributor work, assess compliance with project guidelines, and provide technical feedback across code correctness, type safety, coroutines, and Android/JVM considerations. The role includes managing contributor activation, creating documentation, running onboarding calls, and flagging insecure or non-executable recommendations. No immediate project available; qualified candidates will be prioritised for future opportunities.
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Lawyer Talent Network
$60.0-$150.0 / hourly. Mercor's Lawyer Talent Network connects qualified legal professionals with AI training projects. You'll contribute to model development through legal research, contract analysis, litigation scenario work, and domain feedback. Projects typically require 15-30 hours weekly, flexible scheduling. Requires professional legal experience and strong independent remote work capability.
Lawyers & Legal Experts — Global Talent Pool (UK, Germany, France, Spain, Australia, Japan)
$100.0-$140.0 / hourly. Mercor seeks practising lawyers across multiple jurisdictions to review and assess AI-generated legal outputs for accuracy and reasoning. Work involves evaluating responses against applicable law, providing written feedback, and adhering to project-specific guidelines. Suits in-house counsel, corporate, litigation, and specialist practitioners. Flexible commitment starting around 10 hours weekly, entirely remote.
Legal Expert
$115/hr. SME Careers seeks legal experts to evaluate and generate AI-trained legal analyses. You'll assess reasoning quality, identify methodological errors, fact-check citations, and write model solutions. Requires JD/LLB with 5+ years' experience in law or related fields, strong grounding in core subjects, C1 English, and exceptional attention to detail. Contractor role; no immediate project but access to future opportunities.
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Legal Experts
$50–$200/hr. AfterQuery seeks legal professionals to train AI models on law-related tasks. Work involves writing test prompts, assessing model responses for legal accuracy, identifying errors such as false citations, drafting model answers, and developing evaluation rubrics. Contract role, 40 hours weekly, fully remote.
Legal Quality Assurance Lead (QAL)
$120 / hr. SME Careers seeks a Legal Quality Assurance Lead to oversee quality and consistency across legal AI training projects. You will review AI-generated legal content, assess output against project guidelines, provide written feedback to trainers and QAs, spot recurring issues, support onboarding, and manage remote review teams. The role requires a law degree or equivalent, 3+ years' legal experience, strong English communication, and expertise in legal reasoning, contract analysis, and compliance workflows. No immediate project is available; qualified candidates will be prioritised for future opportunities.
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Legal Researcher
$110 / hr. SME Careers seeks a legal researcher with JD or equivalent plus 5+ years' professional experience to evaluate and create AI-generated legal research outputs. You will assess reasoning quality, identify citation and jurisdiction errors, verify authority support, and write model memos demonstrating sound legal analysis. The role suits practitioners comfortable with structured research methodology, statutory interpretation, and clear written feedback. Remote, contractor basis; no immediate project, but qualified candidates join the expert network for future opportunities.
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Machine Learning Engineer Talent Network
$70.0-$250.0 / hourly. Mercor's talent network connects machine learning engineers with AI research and development projects. Work involves training and evaluating models, creating real-world scenario tasks, and providing domain feedback. Typical commitments range 15–30 hours weekly. Requires professional ML experience, proficiency in Python and frameworks like PyTorch or TensorFlow, MLOps knowledge, and independent remote work capability.
Management Consultant Talent Network
$60.0-$100.0 / hourly. Mercor seeks management consultants for their expert network to train and evaluate AI models, create scenario-based tasks, and provide domain feedback. Work involves strategic analysis, financial and operational modelling, and stakeholder communication. Flexible remote contract roles typically require 15–30 hours weekly. Candidates must demonstrate professional consulting experience and strong communication skills.
Management Consultant Talent Network
$100.0-$150.0 per hour. Mercor is assembling a talent network of experienced management consultants for potential upcoming projects with leading AI research organisations. Work will centre on evaluating AI system performance in real-world consulting contexts, including designing grading criteria for deliverables such as market analyses, strategy recommendations and financial models, then assessing outputs against those standards with detailed justifications. Ideal candidates hold 1+ years' experience at top-tier consulting firms like McKinsey, Bain or BCG, with expertise in financial modelling, structured problem-solving and executive-level communication.
Market Research Expert
$65/hr. SME Careers seeks a market research expert to evaluate AI-generated outputs and develop gold-standard research deliverables, including research plans, surveys, and competitive analyses. You will assess methodological soundness, identify analytical errors, and provide detailed feedback on reasoning quality. The role suits researchers with 5+ years' experience in agency, consulting, or in-house settings and strong expertise in qualitative and quantitative methods. Currently no active projects, but qualified candidates will be prioritised for upcoming opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Marketing Specialist Talent Network
$60.0-$80.0 / hourly. Mercor seeks marketing specialists to join a talent network supporting AI model training and evaluation. Work involves creating marketing scenarios, evaluating AI outputs, and providing domain feedback on a flexible, remote basis. Suitable for professionals with digital marketing, campaign management, market research or content strategy experience. Typical commitments range from 15–30 hours weekly.
Math Experts
AfterQuery seeks mathematics experts for contract work at $40–$200/hr. This assessment-based opportunity connects qualified candidates to ongoing projects and specialized mathematics roles. The position requires 40 hours weekly commitment and operates on a remote basis. Suitable for those with strong mathematical expertise seeking flexible, project-based engagement.
Mathematician Talent Network
$60.0-$80.0 / hourly. Mercor seeks mathematicians for its expert network to support AI training and evaluation projects. Work involves developing mathematical tasks, evaluating model outputs, and providing domain feedback on real-world scenarios. Typical commitments range 15–30 hours weekly. Candidates should have professional experience in statistical analysis, mathematical proof, computational mathematics, or related areas, plus strong communication skills and ability to work independently remotely.
Mathematics Specialist
$70/hr. SME Careers seeks mathematicians to evaluate AI-generated mathematical solutions, assess reasoning quality, and provide expert feedback. You will review step-by-step problem-solving, identify errors, fact-check quantitative information, and write model solutions. Requires an MS or PhD in mathematics, statistics, or related field from a top 100 university, with expertise in pure and applied mathematics, proofs, modelling, and optimization. Strong English writing skills essential. No immediate project available; qualified candidates will be contacted for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Mechanical Engineer Quality Assurance Lead (QAL)
$75 / hr. SME Careers seeks a Mechanical Engineer QA Lead to oversee quality across AI training projects. You'll review AI-generated engineering content, evaluate trainer work against detailed rubrics, provide technical feedback, manage remote contributors, and create project documentation. The role requires a mechanical engineering degree, three years' professional experience, expertise in core engineering topics, and strong English communication. No immediate project available, though qualified candidates will be prioritised for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Medical Doctor (Specialist)
$150 / hr. SME Careers seeks board-certified or board-eligible medical specialists to evaluate AI-generated clinical responses and create expert medical content. You'll assess reasoning quality, identify clinical errors, fact-check medical information, and develop gold-standard solutions across multiple specialties. Requires MD/DO with 5+ years post-training clinical experience and strong clinical reasoning skills. Remote contractor role with flexible availability across time zones.
Note: SME Careers asks you to create a free account before it shows the role.
Medical Expert
$50–$200/hr. AfterQuery seeks medical professionals—doctors, nurses, PAs and equivalent—to train and evaluate AI clinical reasoning. Work includes crafting diagnostic scenarios, assessing model responses for medical accuracy, identifying errors in reasoning or lab interpretation, and evaluating treatment logic across diagnosis, pharmacology, patient safety and nursing domains. Contract role, 40 hours weekly.
Medical General Expert
$90 / hr. SME Careers seeks healthcare professionals to evaluate AI-generated medical content and develop training materials. You will assess clinical reasoning quality, identify errors in medical methodology, fact-check information, and write model solutions. The role suits nurses, public health specialists, or allied health professionals with 5+ years' experience and strong clinical grounding. No immediate project availability, but qualified candidates enter the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Medical Quality Assurance Lead (QAL)
$95/hr. SME Careers seeks a Medical Quality Assurance Lead to oversee consistency and quality across medical AI training projects. You will review AI-generated medical content, assess trainer and QA work against project guidelines, provide written feedback, and ensure adherence to safety and accuracy standards. The role involves spot-checking medical items, evaluating clinical reasoning and patient-facing explanations, communicating updates via Discord, managing inactive contributors, and building QA documentation. Requires an MD, DO, MBBS, or equivalent; 3+ years clinical, research, education, or healthcare QA experience; and strong English communication. Remote contractor position with US-based applicants only.
Note: SME Careers asks you to create a free account before it shows the role.
Network Engineer - Talent Network (Data for Autonomous Systems)
$50.0-$70.0 / hourly. Mercor seeks an experienced enterprise network engineer to label and annotate production networking data for AI training. You'll review logs, configs, and telemetry from real deployments, classify network behaviours and incidents, and help structure data pipelines for machine learning models. Requires 5+ years hands-on network operations experience in enterprise environments (retail, healthcare, financial, manufacturing, etc.), with strong packet-level troubleshooting skills and Tier 3 incident escalation background.
Neuroscience Quality Assurance Lead (QAL)
$90 / hr. Oversee quality and consistency across neuroscience and cognitive science AI training projects for SME Careers. Review AI-generated content and trainer work against detailed rubrics, evaluate scientific accuracy and ethical appropriateness, provide written feedback, and manage remote expert teams. Requires a degree in neuroscience, cognitive science, or related field, plus 3+ years' experience in research, teaching, or laboratory work. Ideal for those with expertise in neural systems, research methods, and ability to spot pseudoscience and overclaiming.
Note: SME Careers asks you to create a free account before it shows the role.
Nurse
$65 / hr. This remote contractor role with SME Careers invites registered nurses with 3+ years' clinical experience to evaluate AI-generated nursing responses and create expert healthcare content. You'll assess clinical accuracy, safety, and reasoning quality; identify errors in assessment, medication safety, and triage; and develop model solutions across nursing care topics. The role suits nurses comfortable fact-checking healthcare information and working independently across time zones, though no immediate project is currently available.
Note: SME Careers asks you to create a free account before it shows the role.
Nurse Practitioner
$90/hr. SME Careers seeks Nurse Practitioners and specialist nurses across multiple fields to review AI-generated clinical responses and develop healthcare training content. You will evaluate AI outputs for clinical accuracy, safety and reasoning quality; identify diagnostic, prescribing and escalation errors; fact-check information; and create model solutions demonstrating sound clinical thinking. Requires NP/APRN licensure, 5+ years nursing experience including 2+ in advanced practice, and strong clinical judgment. No current project; qualified candidates join an expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Paralegal Expert
$50/hr. SME Careers seeks an experienced paralegal to evaluate and create AI-generated legal content. You'll assess AI responses for accuracy, clarity, and procedural correctness; spot errors in terminology, structure, and citation handling; and produce model paralegal explanations and documents. The role suits qualified paralegals across litigation and transactional specialisms who understand AI training fundamentals and thrive working independently with sensitive material.
Note: SME Careers asks you to create a free account before it shows the role.
Pharmacist
$65 / hr. Remote contractor role for pharmacists to review and generate AI training content on medication and pharmacy topics via SME Careers. Evaluate AI responses for clinical accuracy, safety, and reasoning quality; identify pharmacotherapy errors; and write model solutions demonstrating correct clinical reasoning. Requires PharmD or BPharm/MPharm with active licensure, 5+ years pharmacy practice experience, and expertise in pharmacotherapy, disease states, and guideline-based therapy.
Note: SME Careers asks you to create a free account before it shows the role.
Philosophy Quality Assurance Lead (QAL)
$65/hr. This remote contractor role with SME Careers involves overseeing quality and consistency across philosophy-focused AI training projects. You will review AI-generated philosophy content and trainer work, assess conceptual accuracy and logical validity, provide written feedback, and manage remote expert teams. The role suits philosophy graduates or academics with 3+ years' experience in research, teaching, or related humanities work, plus strong English communication and attention to detail.
Note: SME Careers asks you to create a free account before it shows the role.
PHP Engineer
$60 / hr. SME Careers seeks a PHP engineer to evaluate AI-generated backend code and create reference implementations for AI training purposes. You'll assess PHP solutions across security, performance and architecture; identify design flaws; and write detailed explanations demonstrating best practices. Requires 4+ years production PHP experience, bachelor's degree in a relevant field, and C1 English. Currently no active project, but qualified candidates will be first contacted when opportunities arise.
Note: SME Careers asks you to create a free account before it shows the role.
PHP Team Lead
$70/hr. SME Careers seeks a PHP Quality Assurance Lead for contractor work reviewing AI-generated PHP code and trainer performance on remote projects. You'll assess code quality, provide written feedback against project guidelines, oversee quality standards, and mentor distributed technical teams via Discord. The role requires strong PHP expertise, backend knowledge, code review experience, and clear English communication. Note: no immediate project; qualified candidates enter an expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Physical Scientist Talent Network
$60.0–$80.0 per hour. Mercor seeks physical scientists for its expert network to support AI training and evaluation projects. You'll contribute domain expertise through model assessment, task creation, and feedback on frontier research, typically committing 15–30 hours weekly. Suited to researchers with solid grounding in experimental methods, data analysis, and scientific communication who work well independently and remotely.
Physicist Talent Network
$60.0-$80.0 / hourly. Mercor's Physicist Expert Network connects qualified physicists with AI labs and companies for contract work. You'll train and evaluate AI models, create physics-based tasks, and provide domain feedback on frontier research. Typical projects range 15-30 hours weekly. Requires professional experience in theoretical or computational modelling, experimental design, data analysis, and scientific programming, plus strong independent remote working ability.
Physics General Experts
AfterQuery seeks physics experts for contract work at $0–$200/hr. This remote role involves an initial assessment to qualify for various paid projects, ranging from general physics tasks to specialized assignments. Candidates commit to 40 hours weekly. Suitable for physicists and physics specialists seeking flexible, project-based opportunities.
Political Science Quality Assurance Lead (QAL)
$70 / hr. SME Careers seeks a Political Science Quality Assurance Lead to oversee AI training data quality on a US-based remote contractor basis. You'll review political science content generated for AI models, assess accuracy and bias, manage distributed expert teams via Discord, develop documentation and rubrics, and ensure consistency against project guidelines. Requires a degree in political science or related social science, three years' research or teaching experience, expertise in comparative politics and governance, and experience leading remote analytical teams.
Note: SME Careers asks you to create a free account before it shows the role.
PR & Communications Expert
$70/hr. This remote contract role with SME Careers requires experienced PR and communications professionals to evaluate AI-generated outputs and create gold-standard content. You'll assess press releases, statements, and crisis responses for accuracy, tone, and reputational risk; identify messaging flaws; write exemplary deliverables; and rate response quality. A bachelor's degree and five years' PR or in-house communications experience are required. No immediate project exists; qualified candidates enter an expert network for future assignments.
Note: SME Careers asks you to create a free account before it shows the role.
Psychology Quality Assurance Lead (QAL)
$80 / hr. SME Careers seeks a Psychology Quality Assurance Lead to oversee quality and consistency on psychology-focused AI training projects. You will review AI-generated psychology content, assess trainer and QA work against detailed rubrics, provide written feedback, manage remote expert teams, maintain documentation, and flag safety issues. The role requires a psychology degree or equivalent, 3+ years' relevant experience, strong English communication, and expertise in psychological theory, research methods, and mental-health safety.
Note: SME Careers asks you to create a free account before it shows the role.
Public Health Expert
$70 / hr. SME Careers seeks experienced public health experts to evaluate and create AI training content on population health, epidemiology, and public health policy. You will assess AI-generated responses for epidemiological accuracy, evidence interpretation, safety, and reasoning quality; develop gold-standard explanations; and identify errors in surveillance logic, risk communication, and health systems thinking. Requires bachelor's degree in public health or related field and five years' professional experience. Remote contractor role.
Note: SME Careers asks you to create a free account before it shows the role.
Python (ML-Focused) Team Lead
$120 / hr. This remote contractor role with SME Careers involves leading Python and machine learning quality assurance across AI training projects. You will review AI-generated code, ML workflows, and contributor performance; assess correctness, methodology, and reproducibility; provide technical feedback; and maintain quality standards. The role requires strong Python and ML expertise, clear English communication, and experience managing remote technical teams. Note: no immediate project is available, but qualified candidates will be contacted for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Python Team Lead
$70/hr. SME Careers seeks a Python Quality Assurance Lead to oversee code quality and trainer performance across AI training projects. You'll review AI-generated Python code, provide feedback to contributors, maintain documentation, and identify systemic quality issues. The role suits experienced Python developers comfortable mentoring remote teams and working with rubric-based evaluation systems. Note: no immediate project availability; qualified candidates will be prioritised for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
R Engineer
$55/hr. SME Careers seeks an R Engineer to evaluate and generate high-quality R and data-analysis content for AI training. You'll assess AI-generated solutions for statistical correctness, data-wrangling methodology, and reasoning clarity; write expert explanations demonstrating proper R usage; and rank responses by accuracy. Requires 2+ years hands-on R experience, strong statistics knowledge, proficiency with tidyverse/data.table/ggplot2, and C1 English. Note: no immediate project available, but qualified candidates will be contacted for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
R Team Lead
$65 / hr. SME Careers seeks an R Quality Assurance Lead to oversee R programming and data-analysis AI training projects. The role involves reviewing AI-generated code and trainer work, assessing correctness, statistical validity, and reproducibility, providing feedback, and maintaining documentation and style guides. You'll manage contributor performance and run onboarding calls. Requires a bachelor's degree in quantitative field and three years' R experience. Note: no immediate project available; qualified candidates join the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Radiologist
$120 / hr. SME Careers seeks a Radiologist with MD/DO and completed Diagnostic Radiology residency to evaluate AI-generated imaging responses and create expert content. Review clinical reasoning, imaging appropriateness, differential diagnosis logic, and patient-safety considerations. Assess accuracy, identify protocol errors, and develop model solutions. Requires 5+ years radiology practice experience and strong clinical judgment. Remote contractor role across eligible countries.
Note: SME Careers asks you to create a free account before it shows the role.
React and Next.js Engineer
$90 / hr. SME Careers seeks a React and Next.js engineer to evaluate AI-generated frontend code and produce reference implementations. You will assess solutions for correctness, performance, security, and accessibility; identify issues in rendering, state management, routing, and caching; and rate AI responses. Requires 4+ years React experience, 2+ years Next.js, C1 English proficiency, and strong web fundamentals. Remote contractor role; no immediate project, but qualified candidates join the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
React Native Engineer
$100 / hr. SME Careers seeks a React Native Engineer to evaluate AI-generated mobile code, create reference implementations, and produce technical explanations. You'll assess React Native solutions for correctness, security, and performance across iOS and Android platforms, identify architectural issues, and rate AI responses. The role suits experienced engineers with 4+ years building production apps and deep React Native expertise. Currently on standby; qualified applicants enter the expert network for future projects.
Note: SME Careers asks you to create a free account before it shows the role.
Red-Teaming Quality Assurance Lead (QAL)
$100 / hr. SME Careers seeks a Red-Teaming Quality Assurance Lead for remote contractor work overseeing safety-evaluation projects. You will review adversarial prompts, risk analyses, and trainer outputs; provide written feedback against detailed rubrics; identify quality gaps; and support remote expert teams via Discord. The role requires 3+ years in AI safety, red-teaming, or trust-and-safety work, strong English communication, and demonstrated expertise in evaluating model vulnerabilities and policy alignment. Note: no immediate project assignment, but qualified candidates join the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Risk Management Expert
$90 / hr. SME Careers seeks a Risk Management Expert to review AI-generated risk responses and develop training content across risk topics including assessments, controls, and mitigation planning. You will evaluate AI output quality, identify reasoning errors, and create gold-standard explanations. Requires a bachelor's degree in a relevant field, 5+ years in risk management (ERM, compliance, audit, or security), strong grasp of frameworks like COSO ERM and ISO 31000, and C1 English proficiency.
Note: SME Careers asks you to create a free account before it shows the role.
Ruby Engineer
$55 / hr. SME Careers seeks a Ruby Engineer for fully remote AI data training work. You will evaluate AI-generated Ruby and Rails code, assess reasoning quality and correctness, identify architectural errors, and write expert feedback and model solutions. The role requires 1–2+ years of production Ruby experience, strong Rails and MVC knowledge, and proven ability to validate AI outputs. No immediate project available; qualified candidates will be contacted for future opportunities within the expert network.
Note: SME Careers asks you to create a free account before it shows the role.
Rust Engineer
$60 / hr. SME Careers seeks an experienced Rust engineer to evaluate and generate AI-trained code, assess solution correctness and reasoning quality, identify errors in ownership and borrowing semantics, and write model solutions demonstrating idiomatic patterns. Requires 1–2+ years professional Rust experience, strong grasp of memory safety concepts, C1 English proficiency, and demonstrated ability to validate LLM output. Note: no immediate project; qualified applicants join the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Scala Engineer
$70 / hr. This fully remote contractor role with SME Careers involves evaluating AI-generated Scala code, system designs, and technical explanations. You will assess solutions for correctness, performance, and safety; identify errors in concurrency and distributed systems; and create high-quality reference implementations. The role suits experienced Scala engineers with strong JVM fundamentals and expertise in production systems. Note: no immediate project exists, but qualified candidates will be contacted when opportunities arise.
Note: SME Careers asks you to create a free account before it shows the role.
SEO & Digital Marketing Expert
$65/hr. SME Careers seeks an SEO and digital marketing expert to evaluate AI-generated content and outputs, assessing strategy fit, reasoning quality, and factual accuracy. You will review search intent alignment, technical SEO logic, compliance risk, and provide detailed written feedback to improve model performance. The role suits experienced practitioners with five-plus years in in-house, agency, or consultancy marketing. Currently no active project, but qualified candidates join the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
SOC Investigation Specialist Talent Network
$70.0–$95.0 per hour. Mercor seeks experienced SOC analysts to evaluate and construct security investigations for AI-driven SOC automation systems. You'll review alerts across SIEM, endpoint, cloud, and identity environments; distinguish true from false positives; perform end-to-end investigations using Splunk; and mentor junior annotators. Requires 3+ years hands-on SOC experience (Tier 2+), fluent English, and deep Splunk expertise including SPL reasoning and log pivoting.
Social Media Expert
$55 / hr. SME Careers seeks an experienced social media expert to review and evaluate AI-generated content, assess platform fit and brand alignment, and create gold-standard posts across major platforms. You'll provide detailed feedback on messaging, hooks, audience resonance, and safety considerations, whilst fact-checking claims and rating AI outputs. Requires 5+ years managing social media for brands, strong platform knowledge, analytics acumen, and C1 English. Remote contractor role; no immediate project, but qualified candidates join the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Sociology Quality Assurance Lead (QAL)
$65 / hr. SME Careers seeks a Sociology QA Lead to oversee quality and consistency across sociology-focused AI training projects. You'll review AI-generated content, evaluate trainer work against detailed rubrics, provide written feedback, manage remote expert teams, and maintain documentation. The role requires a sociology degree, 3+ years research or teaching experience, expertise in social theory and research methods, and strong remote collaboration skills. There is currently no active project, but qualified candidates will be prioritised for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
SQL Engineer
$50 / hr. Remote contractor role via SME Careers evaluating and improving SQL queries, database designs, and data-processing logic generated by AI systems. You'll review solutions for accuracy and clarity, identify methodology errors, write technical explanations and reference solutions, and rank AI responses. Requires bachelor's degree in a technical field, 7+ years production SQL experience, expert-level SQL proficiency including window functions and query optimisation, hands-on data modelling and ETL knowledge, and C1 English capability.
Note: SME Careers asks you to create a free account before it shows the role.
SQL Team Lead
$70/hr. SME Careers seeks a SQL Quality Assurance Lead to oversee trainer performance and output quality across AI-training database projects. You'll review AI-generated SQL queries and explanations, provide written feedback against project rubrics, mentor remote contributors, and maintain documentation. Requires three years' SQL experience, strong fundamentals, and familiarity with multiple database platforms. Note: no immediate project; qualified candidates will be contacted when opportunities align.
Note: SME Careers asks you to create a free account before it shows the role.
Swift Engineer
$55 / hr. SME Careers seeks a Swift Engineer to evaluate and create AI-generated iOS and Swift content for training purposes. You'll assess AI responses for technical accuracy, reasoning quality, and adherence to best practices; identify methodological errors; and produce expert-level explanations demonstrating correct approaches. Requires 2+ years' hands-on Swift/iOS development, Bachelor's degree in Computer Science or related field, and strong English proficiency. Note: no immediate project available; qualified candidates will be contacted when opportunities arise.
Note: SME Careers asks you to create a free account before it shows the role.
Tax and Audit Expert
$80 / hr. This remote contractor role with SME Careers involves reviewing AI-generated tax and audit content whilst creating expert explanations and model solutions. You will evaluate reasoning quality, identify errors in tax compliance and audit methodology, and assess responses for accuracy and clarity. The position suits qualified accountants and auditors with 5+ years' experience and professional credentials such as CPA or ACCA. No immediate project is available, but qualified candidates will be contacted when relevant opportunities arise.
Note: SME Careers asks you to create a free account before it shows the role.
TypeScript Engineer
$60 / hr. Remote TypeScript contractor role with SME Careers reviewing and generating AI training content. You'll evaluate AI-generated code snippets and technical solutions, identify errors, fact-check information, and create reference implementations. Requires 2+ years professional TypeScript experience, proficiency with modern frameworks or runtimes, understanding of OOP and design patterns, and C1 English. Note: no immediate project; qualified candidates will be contacted when opportunities arise.
Note: SME Careers asks you to create a free account before it shows the role.
TypeScript Team Lead
$70/hr. A TypeScript Quality Assurance Lead role with SME Careers, overseeing code quality and trainer performance across AI training projects. You will review AI-generated TypeScript work, provide detailed feedback on correctness and type safety, manage remote contributor teams, maintain documentation, and ensure adherence to project rubrics. Requires 3+ years TypeScript development experience, strong English communication, and familiarity with modern tooling. Note: currently unassigned, but successful candidates join the expert network for future opportunities.
Note: SME Careers asks you to create a free account before it shows the role.
Is this work legit?
It’s a fair question — there are real scams in remote work, and these platforms are young. The short answer: the platforms are real, the pay is real, and the work is real, but the experience isn’t perfect — onboarding can be slow, and work arrives in bursts rather than steadily. We’ve reviewed the main platforms honestly, downsides included:
- Mercor — Is Mercor a scam? Our evidence-based review →
- Micro1 — Is Micro1 a scam? An evidence-based answer →
- Alignerr — Is Alignerr a scam? A clear review →
What AI training work actually is
AI models are trained partly by people. A model produces an answer; an expert judges whether it’s right, ranks it against other answers, or writes the answer the model should have given. Do that across thousands of examples and the model gets better at the thing you know. That’s the work — judging and correcting AI output in your field of expertise.
It goes by a few names: RLHF (reinforcement learning from human feedback), model evaluation, data annotation, red-teaming. They describe the same underlying job from different angles: a knowledgeable human telling the model what good looks like.
What the work involves
Most roles are a mix of a few task types. You might:
- Evaluate answers — read what the model produced and score it for accuracy, safety, or quality. The most common task, and the easiest to start with.
- Compare and rank — see two or more answers to the same question and put them in order of quality. This is the core of RLHF.
- Write reference answers — produce the gold-standard answer the model is measured against. Higher-skill: you’re not just spotting the right answer, you’re explaining it so others can apply it at scale.
- Annotate and label — mark up content so the model can learn from it.
- Red-team — probe for the cases where the model fails or behaves unsafely, before real users hit them.
Some roles add transcription, translation, or voice recording. A few want specific software — Excel, a CAD package, a particular tool — but most just want your judgement.
Who can do it
If you’re an expert in something, there’s probably work for you. The platforms recruit across medicine, nursing, the sciences, engineering, software, finance, law, mathematics, the humanities, and more. The common thread isn’t a CV line — it’s the ability to tell a confident-sounding wrong answer from a right one, and to say why.
You don’t need an AI background. You don’t need to code (outside the software-engineering roles, which do). The platforms provide the task instructions and examples. What they can’t provide is your expertise — that’s the part they’re paying for.
What it pays
Rates run from about $60 to $250 an hour, set by the platform according to the field and the seniority of the role. Specialist and senior work pays at the top of that range; broad evaluation work sits lower. Pay is in US dollars, usually weekly, via Stripe or Wise. The figures on each role card are the platform’s stated rates — we never mark them up, and the referral fee we earn comes from the platform, never from your pay.
How the platforms work
Mercor, Micro1 and Turing are staffing platforms that connect experts with AI companies. You don’t apply for one fixed job — you join a pool. You complete a profile, pass an AI-led interview, and then the platform matches you to projects as they come up. “Approved” means you’re eligible; work arrives when a project fits your profile. That’s why some weeks are busy and others quiet, and why joining a pool now is worth doing even if nothing’s live in your field today.
Common questions
Is it remote? Yes. The work is fully remote and self-scheduled. You choose when you work; there’s no shift, no meeting, no patient or client contact.
Do I need to code? No, except for the software-engineering roles. Most work is reading, judging, and writing — assessing AI output and explaining your reasoning.
Is it employment or contract work? Contract project work, not employment. You’re an independent contractor with the platform. Check your own employer’s policy on secondary work, and your tax position (IR35 / sole-trader) if you’re in the UK.
How long until I’m earning? Onboarding usually takes one to four weeks. A first paid task can come immediately or after a few months, depending on demand in your field. That range is normal and isn’t a reflection on you.
Why use a referral? You can apply to these platforms directly. Applying through ACJ means you get honest guidance from Sean — a named, real person — on which platforms and roles suit your background. It costs you nothing and doesn’t affect your pay.
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Who’s behind this
Applied Clinical Judgement is run by Sean Key, a Digital Health Senior Programme Manager with 29 years across the NHS and private healthcare — LIMS and PACS deployments, primary and urgent care, mental health, and national interoperability work. Not a clinician; a programme manager who understands how digital health is built, procured, and adopted in the real world.
ACJ identifies AI training roles across Mercor, Micro1 and Turing and refers qualified people to them. If you’re placed, ACJ earns a referral fee from the platform — never from you, and it never affects your application.
