Expression of Interest
Aptura · Global
Infrastructureremote
At a glance
Highlights
- Create real-world finance, legal, healthcare and policy work to train frontier AI.
- Build financial models, legal drafts, clinical analyses and policy briefs.
- Review peers' expert work to define quality for next-generation AI models.
What they offer
- Paid project work designed to run alongside full-time employment
- Paid per completed task with scope, fee and deadlines confirmed in writing
Ideal candidate
Experienced practitioner in finance, legal, healthcare or policy who has owned complex real work and cares about judgment and craft. Works well asynchronously, takes feedback seriously, and wants to shape AI alongside full-time employment.
Requirements
- Personally owned real work and can describe what you built, who it was for, and what made it hard
- Strong professional judgment with focus on quality over retrieval
- Works well asynchronously and takes feedback seriously
- remote policy
- Remote and asynchronous, pick up discrete tasks
- hiring process
- Submit expression of interest for review, then short call on experience and terms if fit before matching to live project
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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