Staff ML Engineer
Storm3 | San Francisco, California, United States | 1mo ago
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Original posting (closed) below
full-time | hybrid | senior | 5+ years
skills: llm, nlu, aws, docker, python, django, celery, postgresql, s3, github, ci/cd, mlops, healthcare data, hipaa, explainable ai
About the Role
Early-stage, well-funded healthcare AI startup focused on reducing waste in the U.S. healthcare system by improving care decisions through data and AI.
Role Overview
Seeking a Staff/Senior AI Engineer to own development of core platform components, including models that assess appropriate patient care. This is a hybrid role in San Francisco (2–3 days/week) with high ownership and cross-functional responsibility (backend + data + ML).
What You’ll Do
- Build LLM/NLU systems to process clinical notes and medical records, and generate care recommendations
- Develop evaluation frameworks, benchmarking, and model governance for reliable AI systems
- Design and scale secure data pipelines handling sensitive healthcare data
- Partner with engineering to integrate ML systems into production applications
Key Technical Challenges
- Extracting and structuring insights from unstructured medical records
- Improving LLM reliability and accuracy for clinical decision support
- Evaluating provider adherence to medical guidelines
- Building explainable AI systems for healthcare use cases
Tech Stack
- AWS (ECS, Bedrock, Cognito), Docker
- Python, Django, Celery
- PostgreSQL (RDS), S3
- Github, CI/CD tools
Requirements
- 5+ years building and deploying production backend/data systems
- Experience developing LLM-based systems for structured + unstructured data
- Strong understanding of LLM limitations and best practices
- Ability to operate in a startup environment with high ownership
Nice to Have
- Experience working with medical records or healthcare data (HIPAA)
- Background in clinical assessments, claims, or care guidelines
- Experience with data pipelines and ML infrastructure (MLOps)
- Generalist engineering background (backend + ML)
Why Join
- High-impact problem in healthcare
- Early-stage ownership + equity
- Work closely with experienced founders
- Hybrid SF with flexible culture
Benefits
equity · flexible culture
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