Reinsurance specialist helping a leading AI lab train frontier models on insurance reasoning. Designing scenarios and evaluating treaty, program-business, and risk-transfer responses.
Responsibilities
Design realistic scenarios involving treaty and facultative reinsurance, attachment and exhaustion, cessions, recoverables, bordereaux, delegated authority, program governance, fronting, captives, and risk participation
Create structure comparisons, submission analyses, contract summaries, program reviews, counterparty assessments, and risk-transfer recommendations
Write “golden” reference responses at experienced reinsurance and program-business quality
Grade AI-generated responses against structured rubrics for structural accuracy, contract logic, financial understanding, stakeholder roles, and market realism
Identify misunderstandings of layers, limits, retentions, commissions, claims control, collateral, counterparty exposure, and carrier-MGA responsibilities
Provide written feedback used by the research team to improve model behavior
Participate in onboarding office hours and calibration sessions
Work a minimum of 20 hours per week, ideally 40+
Requirements
2+ years of professional experience in reinsurance, program business, delegated authority, fronting, captive insurance, or alternative risk transfer
Understand at least one of: treaty reinsurance, facultative reinsurance, MGA/MGU programs, Lloyd's arrangements, captives, or fronted programs
Ability to identify the economic and operational responsibilities of cedents, reinsurers, brokers, MGAs, fronting carriers, and insureds
Understanding of how contract structure changes risk transfer, earnings, collateral, claims handling, and reporting
Excellent written reasoning, commercial judgment, and high attention to detail
Ability to distinguish reinsurance decisions from direct underwriting and ordinary claim adjudication
CPCU, ARe, ARM, ACAS, FCAS, or comparable designation (bonus)
Both ceded and assumed reinsurance experience (bonus)
Reinsurance broking, treaty wording, recoverables, or claims experience (bonus)
Program audit, delegated-authority, or bordereaux-management experience (bonus)
Captive, large-deductible, retrospective-rating, or risk-sharing experience (bonus)
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