Senior AI/ML Engineer (4+)
unitedhealthgroup | 14 days ago | Hyderabad

  • Contribute to experimentation with novel ML and Generative AI architectures
  • Create and maintain embedding models (domain-specific embeddings, document/text embeddings)
  • Support Retrieval Augmented Generation (RAG) solutions, including semantic search, vector databases, and LLM integration
  • Help design and implement AI powered enterprise applications
  • Analyze large datasets to identify trends, patterns, and actionable insights
  • Partner with AI/ML Engineers and Leads to enhance existing models and improve model accuracy and performance
  • Optimize AI pipelines for scalability, performance, reliability, and cost efficiency
  • Integrate AI/ML solutions into enterprise systems by partnering closely with data engineering, product, and platform teams
  • Collaborate effectively with cross-functional teams and stakeholders, communicating complex technical concepts clearly
  • Contribute to skill development for engineers and interns in AI/LLM techniques
  • Comply with company policies, procedures, and directives
  • 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

Required Qualifications:

  • Bachelor's/Master's in CS, Engineering, Mathematics/Statistics, or related
  • 4+ years of relevant experience, including solid ML model development
  • Hands-on expertise in Databricks, Spark, Python, Scala, SQL
  • LLM & GenAI Skills:
    • Creating custom embedding models
    • Building RAG pipelines
    • Vector DBs & semantic search
    • Using LangChain for agentic workflows (tools, agents, memory)
    • Experience with OpenAI/Azure OpenAI APIs
    • Experience with Azure cloud for compute, security, and resource management
    • CI/CD familiarity using Git, GitHub Actions/Jenkins, Terraform
  • Proven solid ability to build ML models end to end (data prep → feature creation → training → evaluation)
    • Proven excellent communication and partnership skills
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