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    Home/Jobs/AI/ML Engineer

    AI/ML Engineer

    Optum

    Gurugram
    3-5 years
    48 days ago
    ₹13–25 LPA
    Full-time
    Onsite

    Skills Required

    Gen AI
    LLM
    Vector Database
    Python
    NLP
    Machine Learning
    SQL
    Apache Spark
    Data Bricks
    MLOps
    Azure
    Ray
    ONNX
    PEFT
    LoRA

    Description

    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: AI/ML Engineer

    Location: Gurgaon, India

    Experience:

    • Experience in building both classical and modern NLP stack based solutions
    • Experience with GenAI frameworks and agentic architectures
    • Undergraduate degree or equivalent experience

    Key Skills:

    • Python
    • GenAI
    • ML/NLP
    • SQL
    • Vector stores
    • Spark/Data Bricks

    Qualification:

    • Undergraduate degree or equivalent experience
    • Solid Python programming skills
    • Good understanding of ML fundamentals (Classification/Regression/Bayesian Methods) and applied ML projects

    Role Focus: • Build and deploy GenAI and agentic AI solutions in production environments • Design ML systems involving structured/unstructured data and complex database interactions • Develop scalable Python-based ML pipelines and APIs • Work on foundational ML use cases including prediction, optimization, and recommendation systems • Collaborate with product, engineering, and platform teams to operationalize models • Take lead in productionizing models including API design and integration, load testing, HPC compute, Latency management

    Additional responsibilities:

    • Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives

    Nice to have:

    • Experience in MLOps deployment tools
    • Familiarity with cloud platforms (Azure Preferably)
    • Worked on efficient model inference techniques/Platforms such as Ray, ONNX, PEFT, LoRA, QLoRA

    Other:

    • Caring. Connecting. Growing together.
    • Integrity, Compassion, Inclusion, Relationships, Innovation, Performance
    • UnitedHealth Group's mission is to help people live healthier lives and make the health system work better for everyone.

    Prepare for this role

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    Comprehensive LLM course covering transformer architecture, fine-tuning, RLHF, and deployment.

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