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RL Environments Engineer – Contractor
Location
California
Posted
67 days ago
Salary
0
Seniority
Senior
Job Description
RL Environments Engineer – Contractor
Preference Model
• Design and build MLE environments • Teach LLMs better reasoning and advanced concepts from modern ML
Job Requirements
- Strong Python (engineering-quality, not notebook-only)
- Docker + production mindset (debugging, reliability, iteration speed)
- Clear understanding of LLMs, their current limitations
- Ability to meet throughput expectations and respond quickly to feedback.
- Deep understanding of transformer internals, training/inference of modern LLMs, experience with inference libraries (vLLM, SGLang, etc)
- Strong expertise in CUDA or Pallas kernel development, optimizing non-trivial neural modules to specific hardware
- Expert knowledge in an active DL/ML research area, with publications or public code to show for it.
- Strong fundamentals and broad research interests, creativity to translate papers into RLVR problems
- Experience in building complex interactive RL environments and insights into open-ended RL-based learning systems
Benefits
- Competitive base salary
- Generous equity (>90th percentile)
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