aptura - Underwriting Expert for AI Research Project

• Design realistic underwriting tasks: submissions, risk calls, and pricing decisions without clean answers. • Write evaluation rubrics that reflect how strong underwriters actually reason: appetite, exposure, terms, and price • Review AI-generated work and flag where models misjudge risk, misapply guidelines, or price against appetite and explain why it matters. • Build reference underwriting materials that set the benchmark models are tested against • Communicate decisions and rationale clearly in writing • How Engagements Work • Fully remote, part-time and flexible. Work is scoped by project and ranges from short engagements to ongoing collaborations, structured as a contract or a monthly retainer. • You May Be A Good Fit If: • 5–8+ years underwriting commercial or specialty lines — as an underwriter, senior underwriter, or underwriting manager. • You’ve owned a book and can judge appetite fit and price a risk on sight. • CPCU, ARM, ACII / FCII, or equivalent (preferred, not required). • You can explain an underwriting decision clearly enough to teach the reasoning, not just the outcome.