Senior Data Scientist, Applied AI
Core
Independently build, test, and improve LLM, RAG, and tool-using agent workflows for assigned use cases in healthcare analytics.
Role type
Senior IC applied AI data scientist (LLM/RAG/Agents)
Builds
Production-grade LLM and agent workflows for healthcare market intelligence
Domain
Healthcare + Generative AI / Retrieval Augmented Generation
Deliverable
production ML models
Required skills
Python, LLMs, embeddings, semantic search, RAG architectures, Databricks (Delta Lake, Unity Catalog, Lakebase, Lakeflow, MLflow), AI evaluation frameworks, agent frameworks
Preferred skills
Healthcare data experience, master's degree in quantitative/technical field
Technologies
Python, Databricks, Delta Lake, Unity Catalog, Lakebase, Lakeflow Jobs, MLflow
Responsibilities
Build and evaluate LLM/agent workflows; select and apply evaluation criteria/baselines; compare models/embeddings/retrieval methods; diagnose and resolve retrieval misses and workflow failures; maintain test assets and benchmark datasets; monitor production performance and implement improvements; communicate technical tradeoffs to engineering and product partners
Seniority
Senior, hands-on IC