RL Deep Learning Engineer (Remote)

Tech Stack

Solid badges = required, outlined = preferred

Responsibilities

• Build and maintain the evaluation harness and RL environment infrastructure, including task runners, sandboxed environments, and scoring logic that can scale to thousands of parallel agents.
• Own the data pipeline for transforming freshly collected court filings into benchmark and RL tasks for model training.
• Integrate with partner harnesses and model APIs to ensure contamination-free evaluations.
• Collaborate with attorneys to translate legal workflows into structured, scorable task formats using the Harbor spec.

Soft Skills

Culture

Requirements