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deep learning pytorch fhir ehr rlhf📋 Description
- Own foundational model research for medical coding, scribing, chart understanding
- Build learning loops turning real-world signals into fast model improvements
- Improve Chart Chat grounding, retrieval, and reasoning on long patient records
- Optimize latency, accuracy, and cost via routing, distillation, decoding, quantization
- Contribute to population-level clinical reasoning across patients
- Stay at the cutting edge: RL, DL, clinical NLP; run experiments
🎯 Requirements
- Deep RL and Deep Learning expertise
- 5+ years ML eng or applied research with production results
- Deep RL/DL expertise in industry or research
- Publications at top venues are a strong plus
- Strong Python and PyTorch fundamentals
- Experience with RLHF or retrieval-augmented generation
🎁 Benefits
- Comprehensive medical, dental, and vision coverage for you and dependents
- 401(k) with company match up to 3%
- A remote-friendly culture with SF HQ and equipment provisioning
- Parental leave
- Annual company-wide and team off-sites with travel, lodging and meals
- Flexible time off with no annual cap
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