Senior Data Scientist - GenAI
Core
Design, build, and evaluate retrieval and generation components for an enterprise RAG and agentic AI platform, while developing evaluation methods and building autonomous agents.
Role type
Senior IC GenAI data scientist with software engineering responsibilities
Builds
Enterprise knowledge and agentic AI platform (Lumina) for CVS Health
Domain
Healthcare + Generative AI / Retrieval-Augmented Generation
Deliverable
production ML models
Required skills
Generative AI, Large Language Models (LLM), Retrieval-Augmented Generation (RAG), Agentic AI, Embeddings, Hybrid Retrieval, Reranking, Prompt Engineering, Statistical Modeling, Machine Learning, Software Engineering, API Development, Microservices, CI/CD, Unit Testing, Integration Testing
Preferred skills
Enterprise AI governance, Observability, AI quality measurement, Enterprise search, Knowledge management, Healthcare domain experience
Technologies
Python, AWS, Azure, GCP, Azure Entra, Jira, Confluence, GitHub, Figma, Airtable, Slack, Microsoft 365, Model Context Protocol (MCP)
Responsibilities
Design retrieval and generation components for RAG and agentic AI; Develop evaluation frameworks for retrieval and response quality; Analyze usage and performance data to inform product decisions; Create and orchestrate autonomous AI agents; Write production code for model integration and API development; Build and deploy ML microservices with automated testing pipelines
Seniority
Senior, hands-on IC