aptura - Actuarial & Pricing Expert for AI Research Project

• Design realistic actuarial and pricing tasks: rate adequacy studies, reserve reviews, profitability analyses, and pricing decisions without clean answers. • Write evaluation rubrics that reflect how experienced actuaries reason through assumptions, methodologies, uncertainty, and business impact. • Review AI-generated pricing models, reserve analyses, loss ratio studies, and profitability assessments, identifying where models make incorrect assumptions or apply inappropriate methodologies. • Build reference actuarial analyses and benchmark pricing materials that set the standard models, which are tested. • Communicate actuarial judgments, assumptions, 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 in P&C actuarial pricing, reserving, or portfolio analytics at an insurer, reinsurer, consultancy, or brokerage. • You’ve owned pricing studies, reserve reviews, or profitability analyses that informed business decisions. • ACAS, FCAS, FIA, Fellow of the IFoA, or equivalent (preferred, not required). • You can explain the assumptions and judgment behind an actuarial estimate clearly enough to teach the reasoning, not just the outcome.