Insurance Expert

Role details

• the client team is partnering with leading AI labs to engage experienced insurance professionals — underwriters, actuaries, claims specialists, and agents — to improve AI systems' reasoning around risk assessment, policy evaluation, and claims processing.
• Contributors will apply their expertise in areas such as commercial and personal lines underwriting, actuarial analysis, regulatory compliance, and loss adjustment to evaluate and enhance AI performance on insurance-specific tasks.

Day-to-day

• Examine and assess AI-generated outputs related to policy language interpretation, risk classification, claims adjudication, and actuarial projections.
• Create realistic scenarios based on insurance workflows — underwriting submissions, claims investigations, coverage disputes, rate filings, and regulatory examinations.
• Annotate, label, and validate data across insurance use cases (e.g., loss reserving, fraud detection, policy coverage analysis).
• Deliver structured feedback on AI accuracy in areas such as insurance regulations (state DOI requirements, NAIC guidelines), actuarial standards, and industry-specific terminology.
• Work asynchronously with research teams to refine evaluation frameworks for insurance-domain AI.

You bring

• 3+ years of professional experience at an insurance carrier, brokerage, reinsurer, or regulatory body.
• Background in one or more areas such as.
• Underwriting (commercial, personal, specialty lines).
• Claims management (property, casualty, liability, workers' comp).
• Actuarial science (pricing, reserving, capital modeling).
• Insurance sales or brokerage (P&C, life, health, benefits).
• Compliance, regulatory affairs, or risk management.
• Professional designations a plus (CPCU, ARM, FCAS, FSA, AIC).
• Strong analytical thinking and ability to translate insurance workflows into structured evaluation tasks.
• Clear written communication and attention to detail.

Project details

• the client team is a talent marketplace that connects top experts with leading AI labs and research organizations.
• Backed by investors including Benchmark, General Catalyst, Adam D'Angelo, Larry Summers, and Jack Dorsey.