Manager AI/ML Engineering
BengaluruFull-time10–18 yrsPosted 6 days ago
Leadership data science role at UnitedHealth Group (Optum) in Bengaluru. Needs 10+ years and a B.Tech, B.E. or B.Sc.
About the role
Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale.
What you'll do
- Design, develop, and deploy advanced GenAI and NLP solutions to solve complex business and healthcare problems, using state‑of‑the‑art transformer models, LLMs
- Lead research, evaluation, and integration of new LLMs (GPT, Claude, Gemini, Anthropic), vector search technologies, prompt‑engineering techniques
- Build and optimize Retrieval‑Augmented Generation (RAG) systems using vector databases (FAISS, Pinecone, Chroma), improving grounding, retrieval accuracy
- Architect and implement agentic AI workflows using frameworks like LangGraph, AutoGen, CrewAI, or Semantic Kernel
- Drive the development of high‑quality NLP pipelines-including tokenization, embeddings, seq‑to‑seq models, evaluation metrics
What you need
- Machine learning
- SQL
- LLMs
- Python
- NLP
- Deep learning
Good to have
- AWS
- R
- GCP
- Azure
- Prompt engineering
- ETL