Consulting is structured judgement about hard problems. AI systems need consultants who can review how a model frames, reasons and recommends.
This isn’t advisory work and it isn’t labelling. You’re reviewing real consulting work and explaining your judgement clearly enough that an AI can learn from it — paid for your expertise, by the hour.
Applied Clinical Judgement connects qualified people to vetted platforms, and Sean Key personally vouches for those he refers. We’re paid a referral fee by the platform on a successful placement — never by you. The roles below are live today.
33 live Management Consultants roles · updated daily
Public-sector procurement / RFI response Evaluator
Mercor seeks experienced procurement professionals at $80–$120 per hour to evaluate AI-generated documents, spreadsheets and presentations for accuracy and quality. You'll assess work against domain-specific rubrics, identify errors across factual, aesthetic and presentation dimensions, and provide structured feedback. Requires 5+ years in public-sector procurement or RFI response, native English fluency, and strong proficiency in Microsoft Office and Google Workspace.
Procurement / vendor management Evaluator
Mercor seeks procurement and vendor management specialists to evaluate AI-generated work for accuracy and quality. Earning $80–$120 hourly, you'll review documents, spreadsheets, and presentations against domain-specific standards, identifying errors and providing structured feedback. The role requires five years' relevant experience, native English fluency, and proficiency in Microsoft Office and Google Workspace. Ideal for subject-matter experts seeking flexible remote evaluation work.
General business strategy / management Evaluator
$80–$120 per hour. Mercor seeks business strategy and management experts to evaluate AI-generated work products for accuracy and quality. You'll assess documents, spreadsheets and presentations against domain-specific rubrics, identifying errors and providing structured feedback. Requires 5+ years' professional experience, fluency in English, and proficiency with Microsoft Office and Google Workspace.
Market research / competitive intelligence Evaluator
Mercor is seeking market research and competitive intelligence specialists at $80–$120 hourly to evaluate AI-generated documents, spreadsheets, and presentations for accuracy and quality. You'll apply five years' professional expertise to assess outputs against domain rubrics, identifying factual and presentation errors, then deliver structured feedback. Native or professional English fluency and advanced Microsoft Office and Google Workspace skills are essential.
Nonprofit / philanthropy / community programs Evaluator
Mercor is seeking experienced nonprofit and philanthropy evaluators at £60–£90 hourly to assess AI-generated documents, spreadsheets and presentations for accuracy and quality. You'll apply five years' sector expertise to review outputs against domain rubrics, identifying factual and presentation errors with structured written feedback. Requires fluent English and proficiency in Microsoft Office and Google Workspace.
Real estate / hospitality / events Evaluator
Mercor seeks evaluators with 5+ years' experience in real estate, hospitality, or events to assess AI-generated documents, spreadsheets, and presentations for accuracy and quality. You'll review outputs against domain-specific rubrics, identify errors, and provide structured feedback. Hourly remote engagement paying $80–$120/hour. Requires native or professional English fluency and proficiency in Microsoft Office and Google Workspace.
UK-Based Consulting Experts
$150–$200 per hour. Mercor seeks experienced management consultants based in the UK to develop training data for AI systems. You'll design and review realistic consulting scenarios covering problem structuring, hypothesis development, case analysis, and strategic recommendations. Ideal candidates have worked at McKinsey, BCG, Bain, or comparable strategy firms in consultant-level roles or above. Project-based, fully remote work.
Management Consultant Talent Network
Mercor's Management Consultant Expert Network offers £45–75 hourly rates for experienced strategists to evaluate and train AI models on real-world consulting scenarios. Work comprises 15–30 hours weekly on flexible contract assignments. The role suits management consultants with strong analytical and communication skills who can work independently remotely, contributing domain expertise to frontier AI research projects.
Management & Strategy Consultants (MBB/Big 5)
$100/hour. Project Panacea seeks experienced management consultants to design scenarios for AI agent training on complex business problems. You'll conduct market research, develop business cases, and synthesize strategic insights across multi-document contexts. Ideal candidates have 1.5+ years at top-tier firms (McKinsey, BCG, Bain, or Big 5), strong analytical and written communication skills, and proficiency in Excel and PowerPoint. Work flexibly via Mercor with a minimum 10-hour weekly commitment.
Policy Consultant
Micro1 seeks policy consultants at $20–$58 per hour to train AI systems through expert policy work. You'll analyse, draft, and review policy documents, legal contracts, and research papers for regulatory, legal, healthcare, academic, and finance sectors. The role suits experienced professionals with 3+ years in government policy operations and strong command of Word and PDF tools. You'll provide strategic recommendations, manage multiple projects remotely, and communicate findings clearly to cross-functional teams.
Public Administrator
Micro1 seeks an experienced public administrator on a remote contractor basis, paying $40–$65 per hour. You'll evaluate government budgets, zoning reports, and emergency response schedules to improve AI training data quality. This suits professionals with 5+ years in public administration, government, or non-profit compliance roles who can contribute at least 10 hours weekly and communicate findings clearly to a distributed team.
Professional Services Consultant
Micro1 seeks experienced consultants earning $40–65/hour to train AI systems using professional expertise. The role suits software developers, management consultants, corporate lawyers, and CPAs/auditors with 5+ years' experience. You'll review strategic documents, assess contract risks, analyse financial reports, and deliver written feedback on complex scenarios. Remote work, minimum 10 hours weekly commitment required.
Management Specialist
Contractor role paying $20–$45 per hour on micro1. You'll analyse workplace communications and business materials to create realistic scenarios for AI training. The work suits professionals with domain knowledge in management, operations, sales, engineering or business generally. No AI background required; expertise in handling messy business data and extracting actionable insights is essential.
Enterprise Client Partner (Government)
micro1 seeks an Enterprise Client Partner for full-time remote work (DC area) to build relationships and close deals within U.S. Government, DoD, and defence contractor ecosystems. Base salary £140,000–£180,000 USD plus equity and performance bonuses. Ideal candidates hold military or government background, understand procurement processes, and can translate mission needs into AI solutions. Hands-on role with significant growth potential in early-stage defence tech.
Small business owners (AI response evaluation)
Turing seeks small business owners or those with strong operational expertise to evaluate AI chatbot responses across realistic business scenarios. Work involves creating prompts, interacting with multiple AI tools, and assessing quality on clarity, usefulness and accuracy. This 10-week project-based role suits individuals with analytical skills and genuine small business knowledge who can provide structured comparative feedback on AI-generated content.
Business Analyst (Turkish Language)
Turing seeks a Business Analyst fluent in English and Turkish to help refine large language models through analytical work. You'll answer analytical questions, validate information claims, and create training scenarios for AI systems to learn from. The role suits independent, analytically minded individuals comfortable with research and detailed feedback provision. Flexible hours around US Pacific time; contractor basis.
Business Analyst (Dutch Language)
Turing seeks a Dutch and English-speaking business analyst to help refine large language models through analytical problem-solving and scenario creation. You'll answer complex analytical questions, validate information through research, and provide detailed feedback to improve AI systems. The role suits independent, analytically-minded individuals comfortable with remote work and requiring overlap with US Pacific hours. No specialised domain experience needed.
Business Analyst (Italian Language)
Turing seeks analytical contractors fluent in English and Italian to help train large language models through structured feedback. You'll analyse content, solve logical puzzles, validate claims via research, and annotate responses to improve AI reasoning. Suited to detail-oriented problem-solvers with strong writing or analytical backgrounds. Requires 40 hours weekly with Pacific timezone overlap.
Business Analyst (Chinese Language)
Turing seeks a bilingual business analyst (English and Mandarin Chinese) to help train large language models through analytical problem-solving. You'll analyse scenarios, provide detailed feedback, and validate information to improve AI systems. This role suits independent, analytically-minded individuals with strong research and communication skills. Remote contractor position requiring US timezone overlap.
Business Document Expert (Portuguese Speaker)
Paying $20–$70 per hour, this remote contract role suits business professionals fluent in Portuguese and English. You'll evaluate AI-generated business documents across finance, strategy, marketing and operations on the micro1 platform, assessing them against Fortune 500 standards. Requires a bachelor's degree, three years' professional business experience, and expert proficiency in Excel, PowerPoint and Word.
Business Document Expert (French Speaker)
Earning £16–£56 per hour, this contract role on micro1 invites business professionals fluent in French to evaluate AI-generated documents for quality and professional standards. You'll assess outputs across finance, strategy, marketing and operations, providing structured feedback to improve AI systems. Ideal for those with 3+ years in business functions and mastery of Office Suite tools.
Business Document Expert (German Speaker)
Earning $20–$70 per hour on micro1, this contract role suits German-speaking business professionals with three years' experience in strategy, finance, marketing or operations. You'll evaluate AI-generated business documents using Excel, PowerPoint and Word, testing them against corporate standards, providing feedback, and collaborating with cross-functional teams to improve AI outputs. Based ideally in the US.
Business Document Expert (Chinese Speaker)
Micro1 seeks a Business Document Expert fluent in Chinese for remote contract work at $20–$70 per hour. You'll evaluate AI-generated business documents across finance, strategy, marketing and operations, ensuring they meet Fortune 500 standards. The role requires a bachelor's degree, 3+ years in business functions, and mastery of Excel, PowerPoint and Word. You'll provide structured feedback, design realistic business scenarios, and help improve AI systems through rigorous quality assessment.
Business Document Expert (Japanese Speaker)
Paying $30–$70 per hour, this remote contract role on micro1 suits bilingual business professionals with 3+ years' experience and fluency in Japanese. You'll evaluate AI-generated business documents across finance, strategy, marketing and operations, ensuring they meet Fortune 500 standards. The work involves Excel, PowerPoint and Word expertise, critical feedback on AI outputs, and designing realistic professional scenarios.
Business Document Expert (Korean Speaker)
Micro1 seeks a Korean-fluent Business Document Expert at $30–70/hr to evaluate AI-generated deliverables across finance, strategy, marketing, and operations. You'll assess outputs against Fortune 500 standards, provide structured feedback, and design realistic business scenarios using Excel, PowerPoint, and Word. Requires a bachelor's degree and 3+ years in business functions. Contract, remote, US-based preferred.
Business Document Expert (Japanese Speaker)
Paying $30–$70 per hour, this remote contract role on micro1 suits bilingual business professionals with 3+ years' experience and fluency in Japanese. You'll evaluate AI-generated business documents across finance, strategy, marketing and operations, ensuring they meet Fortune 500 standards. The work involves Excel, PowerPoint and Word expertise, critical feedback on AI outputs, and designing realistic professional scenarios.
Business Document Expert (Korean Speaker)
Micro1 seeks a Korean-fluent Business Document Expert at $30–70/hr to evaluate AI-generated deliverables across finance, strategy, marketing, and operations. You'll assess outputs against Fortune 500 standards, provide structured feedback, and design realistic business scenarios using Excel, PowerPoint, and Word. Requires a bachelor's degree and 3+ years in business functions. Contract, remote, US-based preferred.
Entrepreneur & Business Specialist
Micro1 seeks entrepreneurs and business operators to train AI systems on real-world workflows. You'll evaluate project management, CRM, and productivity tools using your own operational data, identify automation opportunities, and provide detailed feedback. Compensation ranges from $50–$120 per hour. Ideal for those with proven business experience and access to live operational systems.
Management Consultant / Business Strategy Specialist
$50–$70 per hour. micro1 seeks management consultants and strategy specialists to contribute expertise to AI training initiatives. The work involves developing strategic recommendations, creating executive presentations, conducting market analyses, and building financial models. You'll synthesise complex information into actionable frameworks and design scoring rubrics from business materials. Prior AI experience is not required; strong consulting background, exceptional written communication, and proficiency with presentation design are essential. Suit those comfortable working independently on remote projects.
Management Consulting — Visual Document Understanding
Mercor offers $50/hour for remote evaluation work in the US and Canada. This project involves authoring benchmark tasks to assess AI models on visual document understanding within management consulting contexts. Suitable for professionals who can design complex, grounded tasks with clear evaluation criteria and objective rubrics for instruction-following assessment.
Management Consulting — Visual Document Understanding
Mercor offers $50/hour for remote evaluation work in the US and Canada. This project involves authoring benchmark tasks to assess AI models on visual document understanding within management consulting contexts. Suitable for professionals who can design complex, grounded tasks with clear evaluation criteria and objective rubrics for instruction-following assessment.
Data Partnerships Lead
Full-time remote role with micro1, offering $130,000–$180,000 base salary plus equity and performance bonuses. The Data Partnerships Lead will build and scale a partnerships team, define acquisition strategy, and lead relationships with high-value partner companies. Suited to experienced business development leaders with a track record of building repeatable partnership programmes and coaching customer-facing teams in fast-growth environments.
Data Partnerships Lead
Full-time remote role with micro1, offering $130,000–$180,000 base salary plus equity and performance bonuses. The Data Partnerships Lead will build and scale a partnerships team, define acquisition strategy, and lead relationships with high-value partner companies. Suited to experienced business development leaders with a track record of building repeatable partnership programmes and coaching customer-facing teams in fast-growth environments.
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.
What the work looks like
Reviewing the model's work
Read what an AI produced in your field and judge whether the reasoning holds — mark where it went wrong.
Setting hard problems
Write the realistic, demanding tasks that separate competent work from confident-but-wrong.
Judging AI answers
Compare two AI outputs and say which is stronger, and why — your written reasoning is what the model learns from.
Common questions
How much does it pay?
Hourly and contractor-based, varying with seniority and role. Every role card shows its pay band. You invoice as an independent contractor and choose your hours.
Can I do this alongside my current job?
Yes — the work is flexible and part-time by design. Check your employer's policy on outside work first; ACJ can't advise on that.
Who is ACJ, and what's your part in this?
Applied Clinical Judgement is run by Sean Key. We connect qualified people to vetted AI-training platforms (Mercor, micro1, Turing), and Sean personally vouches for the people he refers. We're paid a referral fee by the platform on a successful placement — never by you.
How do I get started?
Find a role below that fits, and apply through the link — it carries Sean's referral. If you'd like him to vouch for you or talk it through first, book a short call.
Sean Key vouches for the people he refers
I’m Sean Key, editor of Applied Clinical Judgement. After 29 years in the NHS I help qualified professionals find legitimate, well-paid AI-training work — and I’ll personally vouch for you when you apply.
Applied Clinical Judgement is a referral intermediary, not an employer or recruiter. We refer candidates to third-party platforms (Mercor, micro1, Turing) and may earn a referral fee on a successful placement. We never charge candidates. Pay rates are set by the platforms and may change. PRAG-DEL-SOL-ONE LTD · Co. 07204925 · VAT 987-3626-64 · ICO ZC086000.