Research Engineer, RL Scaling Science
Tasks
- Build and maintain long horizon reinforcement learning benchmarks
- Collaborate with reinforcement learning teams to advance reinforcement learning stack
- Debug research and infrastructure failures at scale
- Design large scale reinforcement learning experiments
- Interpret reinforcement learning experiment results
- Investigate reinforcement learning scaling with horizon compute and model size
- Run reinforcement learning experiments
- Translate validated findings into production training recipes
Perks/Benefits
- Flexible working hours
- Generous vacation
- Hybrid work policy
- Optional equity donation matching
- Parental leave
- Visa sponsorship
Skills/Tech-stack
Benchmarking | Data Analysis | Debugging | Distributed Computing | Experiment design | Large Scale ML | Large-scale | Large-scale ML training | ML training | Machine Learning | Model Scaling | Python | Reinforcement Learning
Education
Roles
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