Legal AI Research Contributor
Aptura · Global
Infrastructureremote
At a glance
Highlights
- Build realistic Excel tasks from legal work to test frontier AI models.
- Turn claims analyses and damages calculations into AI evaluations.
- Help teach AI agents to produce work usable in daily legal workflows.
What they offer
- 4-6 week remote contract with weekly payments following task completion
- Work on your own schedule with possibility of extension
- Immediate start as an independent contractor
Ideal candidate
A detail-oriented legal professional with hands-on Excel modeling experience who has tested AI tools and wants to shape how AI handles real legal work.
Requirements
- 3+ years in legal practice, restructuring/insolvency, litigation support or legal operations
- Experience across disputes, insolvency, commercial or corporate matters
- Deep hands-on Excel: claims registers, damages calculations, data cleaning, multi-criteria lookups and error tracing
- Strong written English communication skills with attention to detail
- Willingness to learn AI and evals concepts
- remote policy
- fully remote
- hiring process
- Apply with CV, attend a 30-minute group walkthrough, then create and submit an original Excel task with rubric for review and approval.
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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