RL Deep Learning Engineer (Remote)
Core
Building RL environments and benchmarks for long-horizon legal reasoning tasks using real court filings.
Role type
Senior IC machine-learning engineer (RL infrastructure)
Builds
Evaluation harnesses, RL training environments, and data pipelines for legal AI
Domain
Legal technology + Reinforcement Learning
Deliverable
production ML models
Required skills
Python, system design, scaling infrastructure, data pipeline engineering, task automation, API integration, self-management
Preferred skills
TypeScript, LLM evaluation, working with unstructured document data
Technologies
Python, TypeScript, Harbor spec
Responsibilities
Design and scale RL environment infrastructure, own data pipeline for court filings, integrate with partner harnesses and model APIs, translate legal workflows into structured task formats
Seniority
Senior, hands-on IC
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