Insurance Expert for AI Training Content
Listing checked September 4, 2026 · pay as published by SME Careers
Overview
This remote, hourly contractor role places you as an Insurance Expert dedicated to AI-driven training content. You review AI-generated insurance responses and craft expert material that clarifies policy interpretation, coverage analysis, and risk assessment. You’ll assess step-by-step reasoning for accuracy and regulatory awareness, delivering precise explanations and model solutions. Your work fuels training data for major AI systems and supports content across lines like P&C, auto, and homeowners.
What You'll Do6
- 1Develop AI training content by crafting prompts and gold-standard outputs across coverage analysis, claims scenarios, underwriting decisions, and policy communication.
- 2Evaluate AI responses and rank them by accuracy, clarity, and compliance-aware reasoning.
- 3Test AI outputs for inaccuracy, bias, and unreliable conclusions; validate reliability across diverse use cases.
- 4Draft clear explanations and model solutions that demonstrate correct methods and give precise written feedback.
- 5Incorporate regulatory awareness checks and ensure adherence to policy language.
- 6Collaborate with remote teams and document validation results in project tracking tools.
Requirements10
- 1Bachelor’s degree in business, finance, risk management, insurance, law, or related field, or equivalent professional experience.
- 25+ years of professional insurance experience including claims, underwriting, brokerage, actuarial support, risk management, compliance, or operations.
- 3Strong understanding of insurance fundamentals: policy structure (insuring agreement, definitions, conditions, exclusions), endorsements, limits/deductibles, and coverage triggers.
- 4Comfort with coverage and claims reasoning across lines such as P&C, commercial lines, auto, homeowners, liability, health, or life.
- 5Ability to evaluate decisions for internal consistency from facts to policy language to coverage position and documentation.
- 6Excellent attention to detail in identifying missing facts, misapplied definitions, or unsupported recommendations; minimum C1 English proficiency.
- 7Clear written communication with the ability to explain complex policy concepts in plain language.
- 8Reliable, self-directed, and able to deliver quality work in an hourly, remote contractor setup across time zones.
- 9Professional designations (cpcu, ains, arm, cic, au) are a plus.
- 10Prior experience with AI data training/annotation, claims qa, underwriting qa, policy drafting/review, or insurance editorial work is strongly preferred.
Who Should Apply
Ideal candidates are seasoned insurance professionals who combine hands-on claims, underwriting, or compliance experience with strong writing and QA for AI systems. They thrive in remote, hourly contractor settings and can translate technical policy language into training content. This role is less suitable for those without direct insurance practice or without demonstrated ability to produce clear, policy-focused explanations. Applicants lacking remote collaboration experience or with limited English proficiency will face alignment challenges. Strong preference for those with CPCU or similar designations and any prior AI-focused data work.
Salary Insight
Pay rate: $70/hr. This rate reflects the mid-senior level of expertise and the remote contractor nature of the work, with opportunities aligned to AI training and policy guidance tasks.
Pay and demand for AI Training roles
AggregatedTypical pay
$70/hour
This role
up to $70/hr
Most AI Training roles pay $40–$98 per hour. This role's pay falls inside that range.
Based on 1,035 similar roles that publish pay · 302 publish only a top rate; those count at the rate they gave
Rates shown per hour. Yearly and monthly pay converted; one-time fees and non-USD pay are not included.
- Live similar roles
- 1,182
- Listed in last 30 days
- 440
- Remote
- 98%
Hiring most right now: micro1 (342) · SME Careers (253) · Mercor (144)
Most requested skills · share of roles
- ai training14%
- llm evaluation12%
- ai evaluation12%
- data annotation9%
Figures from AI Training roles live on NearSkill when this page loaded. A role can close before you apply, so check the listing itself.
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Compensation
Up to $70/hr
Required Skills
Application Tip
Highlight a concise sample of a policy interpretation you drafted and a note on how you improved an AI-generated coverage decision, including any QA metrics achieved.
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