The Work
You will evaluate AI-generated insurance responses and help improve their accuracy, clarity, and awareness of compliance concerns. The work covers coverage analysis, claims scenarios, underwriting decisions, policy communication, and related insurance reasoning.
- Review AI-generated answers for insurance accuracy, clarity, and compliance awareness.
- Create prompts and reference answers for coverage, claims, underwriting, and policy communication tasks.
- Compare model responses and rank them for correctness and reasoning quality.
- Find missing facts, incorrect assumptions, unsupported recommendations, and misleading guidance.
- Write clear explanations that show sound insurance methods and reasoning.
- Check outputs against ambiguous cases, edge cases, and the consistency between facts and coverage decisions.
- 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 contractor role for an insurance specialist. Candidates should bring substantial professional insurance experience and strong written English.
- Pay: $40 to $70 per hour.
- Time: 20 or more hours per week.
- Open to candidates in Bangladesh, Bhutan, Brazil, Cambodia, Germany, India, Indonesia, Malaysia, Nepal, Pakistan, Singapore, Sri Lanka, Thailand, the Philippines, Timor-Leste, the United States, and Vietnam.
- Language: Minimum C1 English proficiency.
- Experience: At least 5 years in claims, underwriting, brokerage, actuarial support, risk management, compliance, or insurance operations.
- Knowledge: Strong understanding of policy structure, exclusions, endorsements, limits, deductibles, and coverage triggers.
- Experience evaluating claims or coverage decisions across commercial or personal lines.
- Skill: Clear written communication and the ability to explain complex policy concepts simply.
- Preferred: AI data training, claims quality assurance, underwriting quality assurance, policy drafting or review, or insurance editorial experience.
- Helpful background: A bachelor's degree or higher in business, finance, risk management, insurance, law, or a related field.
- A professional designation such as CPCU, AINS, ARM, CIC, or AU is a plus.
How It Works
Apply on OpenTrain with your resume, then complete the application on the hiring site.
About AI Training Work
AI training is the human work behind systems that learn from examples, including reviewing model answers, writing better examples, and rating response quality. Experienced insurance professionals are valuable because they can judge whether specialized advice is accurate, clear, and appropriate.