Construct expert benchmarks by building and validating real-world underwriting cases, actuarial analyses, and investment frameworks used to evaluate frontier AI systems.
Stress-test model reasoning by diagnosing weaknesses in AI-generated insurance analyses, identifying where logic, assumptions, or domain intuition fail.
Design frameworks that translate how insurance professionals evaluate risk, price policies, manage general account portfolios, and model liabilities into problems that push the limits of AI reasoning.
Compare human vs. machine judgment by systematically evaluating divergence between professional insurance judgment and AI outputs across investments, underwriting, and actuarial contexts.
Requirements
4+ years of experience at a major P&C or Life insurance carrier
Associate or VP level in Investments, Underwriting, or Actuarial functions
Ability to articulate insurance-specific analytical judgment clearly and precisely in writing
Genuine intellectual curiosity about the application of AI in the insurance industry