AI or ML Engineer
Optum Global Solutions · Hyderabad · onsite · Posted 1d ago
Undisclosed2–6 yrsfulltimeSourced from
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About this role
Primary Responsibilities
- Design and implement multi-agent AI systems using LangChain, LangGraph, MCP, and advanced memory architectures
- Build Retrieval-Augmented Generation (RAG) pipelines including text chunking, embedding, indexing, and vector retrieval
- Develop and maintain AI agent orchestration frameworks, ensuring reliable tool use, memory updates, and agent to agent communication
- Integrate LLMs with enterprise systems through secure API patterns, prompt orchestration, and contextual memory
- Implement and optimize vector database solutions
- Architect production-reference AI pipelines on Azure using:
- Azure Foundry (Azure AI Foundry) for model hosting, evaluation, and monitoring
- Azure AI Search for hybrid retrieval, semantic search, and grounding
- Azure Container Apps / Azure Kubernetes Service (AKS) for scalable deployment
- Containerize and deploy AI systems using Docker, Azure Container Registry (ACR), and orchestrate using ACA/AKS
- Productionize agentic/RAG solutions with CI/CD, observability, autoscaling, and reliability best practices
- Collaborate with product and data engineering teams to deliver end-to-end AI capabilities
- Comply with all applicable Company policies, procedures, and business directives, changes including those relating to work location, team assignments, work schedules, and flexible work arrangements
- Graduate or Postgraduate in Computer Science /Engineering/Science or related field, B.Tech./MCA/Graduation (15+ years of formal education, Correspondence courses are not relevant).
- 6+ years of total experience
- Hands-on expertise with Lang Chain, Lang Graph and MCP (Model Context Protocol).
- Experience with RAG architecture, including Vector storage and retrieval, Embedding pipelines, Query routing and relevance tuning.
- Practical knowledge of vector databases and similarity search.
- Solid understanding of AI concepts, including multi-agent systems, Memory architectures, Reasoning & tool driven agents.
- Proficient in Python, AI/ML libraries, and API development.
Sourced from naukri
Skills
IndexingDockerKubernetesAzure Aiml engineerenterprise systemsAksAzure Kubernetes ServicehostingContainerFoundrydeploymentAzure Container RegistryData EngineeringArchitectureMicrosoft AzureLangchainAPI DevelopmentArtificial IntelligenceMachine Learning
About Optum Global Solutions
Optum Global Solutions
IT Services & Consulting
33.0k+
employees
2002
24 years old
Hyderabad / Secunderabad, Telangana
India
₹11L PA avg
Avg at Optum Global Solutions
About
We are at the helm of a digital health care revolution, which is being accelerated by a combination of technology and talent. We build and deliver end-to-end digital health solutions for our clients.
Industries
IT Services & ConsultingHardware & NetworkingHealthcareSoftware Product
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