The work

You will evaluate AI-generated insurance content and help improve its accuracy, clarity, and awareness of compliance requirements. Your work will cover coverage analysis, claims scenarios, underwriting decisions, policy communication, and related insurance reasoning.

• Review AI-generated answers for insurance accuracy, clarity, and compliance awareness.
• Write prompts and gold-standard answers for coverage, claims, underwriting, and policy communication tasks.
• Compare multiple AI responses and rank them by correctness and reasoning quality.
• Find missing facts, incorrect assumptions, unsupported recommendations, and misleading guidance.
• Explain sound insurance methods and reasoning in clear, plain language.
• Check outputs against ambiguous cases, edge cases, and internal consistency from facts through the coverage position.
• Fact-check policy interpretation, coverage analysis, exclusions, endorsements, claims logic, risk assessment, and insurance terminology.

What it pays and takes

This is a part-time hourly contractor role for an experienced insurance professional. The work is available to candidates in the listed countries and requires strong written English.

• Pay: $40-$70 per hour.
• Time: 20+ hours per week.
• Work arrangement: Part-time contractor.
• Location: Bangladesh, Bhutan, Brazil, Cambodia, Germany, India, Indonesia, Malaysia, Nepal, Pakistan, Singapore, Sri Lanka, Thailand, the Philippines, the United States, Timor-Leste, or Vietnam.
• Language: Minimum C1 English proficiency.
• Experience: 5+ years in claims, underwriting, brokerage, actuarial support, risk management, compliance, or insurance operations.
• Insurance knowledge: Strong understanding of policy structure, exclusions, endorsements, limits, deductibles, and coverage triggers.
• Decision experience: Experience evaluating claims or coverage decisions across commercial or personal lines.
• Communication: Ability to explain complex policy concepts clearly and simply.
• Preferred experience: AI data training, claims quality assurance, underwriting quality assurance, policy drafting or review, or insurance editorial work.
• Helpful background: A bachelor's degree or higher in business, finance, risk management, insurance, law, or a related field.
• Preferred credentials: CPCU, AINS, ARM, CIC, or AU designation.

How it works

Apply on OpenTrain with your resume, then complete the application on the hiring site.

About AI training work

AI training work uses human review to help models produce more accurate and useful answers. Insurance specialists are paid for applying professional judgment to check facts, reasoning, and policy decisions that general reviewers may not be able to assess.