Aptura works with leading foundational AI labs to bring institutional finance expertise directly into AI model development. The role involves applying deep expertise in actuarial analysis and pricing to shape how AI models address complex insurance problems through various analyses and evaluations.
Responsibilities:
- 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