UnitedHealth Group
Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities.
Company: Optum
Role: Senior AI/ML Engineer
Location: Hyderabad, India
Role Focus: • Design, develop, and deploy AI/ML solutions using LLMs, RAG, and Agentic AI patterns • Architect scalable retrieval pipelines and integrate tool/function calling for agent workflows • Build reproducible ML pipelines • Implement CI/CD for ML • Containerize services with Docker and deploy to Kubernetes • Deploy on cloud platforms with robust observability • Implement A/B tests, canary releases, and performance optimization • Own cost governance and capacity planning • Conduct rigorous evaluation using offline metrics + human-in-the-loop • Implement guardrails and content safety checks • Collaborate with data engineering to operationalize data • Design and manage vector databases/search and feature stores • Partner with stakeholders to preprocess, analyze, and interpret large-scale datasets • Ensure code quality and security • Adhere to data governance, model review, and compliance requirements • Champion Responsible AI practices • Lead technical design reviews, guide trade-off decisions, and mentor engineers and data scientists
Agentic AI patterns, Azure Cognitive Search, Pinecone, Milvus, FAISS/Chroma, Databricks, Spark, Snowflake, Delta Lake
Recommended resources to build the skills for this position. Sponsored.
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