Public Services & Government AI Training Jobs

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.

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.

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.

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.

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.

Combat Arms & Targeting SME

$60–$110 / hr. micro1 seeks combat arms and targeting subject-matter experts to train AI systems on military decision-making scenarios. You'll map authentic military activities to approved taxonomies, identify boundary cases, evaluate AI responses for reasoning quality and operational utility, and document edge cases. Extensive hands-on experience in fires, targeting, or weapons employment (pilot, JTAC, air-defense officer, or equivalent) is preferred, alongside advanced tactical training and teaching or leadership experience.

Consular Officer / Passport Specialist

$50-$70 / hr. micro1 seeks former US State Department passport specialists and consular officers to evaluate AI systems on citizenship and passport matters. You'll review sample questions for authenticity, create answer rubrics for complex cases including minors and overseas applicants, and assess AI responses against defined standards. The role demands your domain expertise and clear written feedback, operating asynchronously across a short-term project.

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.

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.

Human Intelligence Collector (HUMINT)

$30–$80 / hr. micro1 seeks experienced HUMINT professionals to conduct structured elicitation interviews and assess responses for an AI training project. Applicants should have 3+ years in professional interviewing, intelligence collection, law enforcement, or negotiation. The role requires real-time analysis of verbal and nonverbal cues, confidence assessment of reliability, and clear written documentation of reasoning. Minimum 15 hours weekly; US-based preferred.

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.

211 Specialist

$30–$40 / hr. Micro1 seeks 211 Specialists to evaluate AI systems handling government services enquiries. You'll assess whether sample questions reflect genuine caller concerns, develop answer rubrics, and critique AI responses for accuracy and helpfulness. The role requires experience answering high-volume public queries about benefits and community resources, working asynchronously on a short-term project for 10–20 hours weekly.

Bilingual (Spanish) Benefits Counselor

$35–$50/hr. micro1 seeks bilingual Spanish–English benefits counsellors to evaluate AI systems covering government services. You'll review Spanish and English questions for authenticity, create evaluation rubrics based on expertise in Medicare, passports, veterans benefits, student loans, or National Parks, and assess AI responses for accuracy and clarity. Requires 1+ years' public-facing benefits experience and native or professional fluency in both languages. Short-term remote project, 10–20 hours weekly.

National Park Ranger

$30-$45 / hr. micro1 seeks National Park Service staff to evaluate AI systems on park topics. Current or former rangers and visitor services personnel will review sample questions, write assessment rubrics covering passes, fees, permits and regulations, then evaluate AI responses for accuracy and completeness. Work is asynchronous, short-term, and requires one or more years' experience handling visitor enquiries and park administration.

Passport Acceptance Agent

$30–$40/hr. micro1 seeks passport acceptance agents to evaluate AI systems on passport guidance. You'll review sample questions for authenticity, create rubrics defining correct answers on applications and renewals, and assess AI responses against those standards. The role suits current or recently designated acceptance agents from post offices, county clerks, or libraries with front-counter experience and working knowledge of forms, fees, identity documents, and minor-applicant rules.

VA Eligibility Specialist

$30-$50 / hr. micro1 seeks VA Eligibility Specialists to evaluate AI systems on veterans' healthcare topics. Using domain knowledge in enrollment, eligibility, and care coordination, you'll review questions for authenticity, write evaluation rubrics covering priority groups and means testing, assess AI answers for accuracy, and provide written feedback. Contractor role, 20–30 hours weekly, short-term. US-based applicants with 1+ years VA experience required.

Veterans Service Officer

$40–$60 / hr. Micro1 seeks VA-accredited Veterans Service Officers to evaluate AI-generated content on veterans benefits. Working remotely on a short-term project, you'll review questions for authenticity, create evaluation rubrics covering disability compensation, dependents, survivors, and appeals, then assess AI answers for accuracy and completeness. Requires current accreditation and one year's claims experience.

Postal Clerk

$30-$45 / hr. micro1 seeks former or current USPS frontline staff to assess AI-generated postal service answers. You'll review questions for authenticity, develop evaluation rubrics covering mail classes, shipping, tracking, and international customs, then rate AI responses for accuracy and completeness. The role suits postal clerks and sales associates with counter experience and strong written communication, working asynchronously on a short-term project.

Notary Public Expert

$35–$60/hr. AfterQuery seeks commissioned notaries to author and grade notarization scenarios for frontier AI evaluation. You'll write realistic acknowledgments and jurats with statutory reasoning, assess model outputs for procedural correctness under state law, and flag compliant-sounding guidance that violates notary regulations. Fully remote, asynchronous work with no fixed hours. Requires active US commission and two years' notarial practice.