Life and annuity specialist designing insurance scenarios and evaluating AI responses. Training frontier models on underwriting, suitability, policy mechanics, and advisory reasoning.
Responsibilities
Design realistic scenarios involving needs analysis, product selection, illustrations, medical and financial underwriting, table ratings, replacements and 1035 exchanges, policy loans, surrenders, lapse and reinstatement
Write “golden” reference responses at experienced life and annuity practitioner quality
Grade AI-generated responses against structured rubrics for product accuracy, suitability, mathematical correctness and disclosure adequacy
Identify unsupported illustration assumptions, unsuitable recommendations, confusion between product types or tax treatments, and failures to apply replacement or disclosure requirements
Provide written feedback used by the research team to improve model behavior
Participate in onboarding office hours and calibration sessions
Requirements
2+ years of professional experience in life insurance or annuity advisory, underwriting, new business, policy administration, product, or suitability review
Experience with at least one product family: term, whole life, universal or indexed universal life, variable life, or fixed, indexed and variable annuities
Understanding of policy mechanics including cost of insurance, crediting, caps and participation rates, surrender charges, riders and guarantees
Ability to explain tax treatment and suitability considerations clearly and recognize when licensed or legal review is required
Excellent written communication, quantitative care and high attention to detail
Ability to distinguish product and suitability judgment from investment advice and formal tax or legal advice
CLU, ChFC, FLMI, CFP, or comparable designation (bonus qualification)
Active or previously held life and health producer license, or securities registration (bonus qualification)
Medical or financial life underwriting experience, including APS review, lab interpretation or reinsurance referral (bonus qualification)
Experience with buy-sell, key-person, estate-planning, premium-finance or executive-benefit cases (bonus qualification)
Experience with suitability, Reg BI, or state replacement and disclosure review (bonus qualification)
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