Actuarial AI Research Contributor
Aptura · Global
Infrastructureremotemid-level
At a glance
Highlights
- Build realistic Excel tasks from reserving, pricing and experience studies.
- Test how well frontier AI handles real Actuarial Analyst work.
- Shape AI evaluation by extending, fixing and building Excel models.
What they offer
- 4-6 week independent contractor engagement starting immediately
- Task-based pay with weekly payments following task completion
- Fully remote work on your own schedule
Ideal candidate
Experienced actuary who loves hands-on Excel modelling and has tested AI on real work. Detail-oriented and curious about AI evaluation, motivated to turn practical expertise into better models.
Requirements
- 3+ years in an actuarial role in insurance, pensions or consulting across P&C, life, health or pensions
- Deep hands-on Excel including reserving triangles, pricing models, nested formulas, named ranges and goal seek
- Strong written English communication skills with attention to detail
- Willingness to learn AI and evals concepts
- remote policy
- fully remote
- hiring process
- Apply with details and CV, join a 30-minute group walkthrough call, then submit an original Excel task with brief and input workbooks for testing against frontier AI models and reviewer sign-off.
Lab profile
About Aptura
Builds evaluation datasets and RL environments to make AI reliable in finance, healthcare, and legal.
What they build
- Evaluation datasets for regulated domains
- RL environments for high-stakes tasks
- Expert-curated training data and calibrated rubrics
Known for
- Research partner to Anthropic, OpenAI, Google DeepMind
- Specialization in finance, healthcare, and legal
- Clinician expert network for medical oversight
Key facts
- Based in London
- Small, lean team
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