17 Oct
|
Optum India
|
Gurugram
17 Oct
Optum India
Gurugram
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. Come make an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start Caring. Connecting. Growing together.
Primary Responsibilities
• Lead the end-to-end design and delivery of AI/ML solutions, from business problem framing, data preparation, experimentation, and model development to production deployment and support
• Develop and apply machine learning, deep learning, natural language processing, computer vision, and generative AI techniques based on the needs of the use case
• Build, fine-tune, evaluate, optimize, and integrate predictive models, large language models, retrieval-augmented generation (RAG)
solutions, and AI agents
• Design secure, scalable, and well-documented REST APIs and microservices using Python frameworks such as FastAPI or Flask to expose AI capabilities to enterprise applications
• Design and develop responsive web-based user interfaces using contemporary front-end frameworks such as React or Angular; integrate UI workflows with AI services and APIs
• Establish model evaluation approaches using appropriate metrics such as precision, recall, F1 score, ROC-AUC, latency, throughput, groundedness, relevance, and quality measures based on the solution type
• Implement MLOps and LLMOps practices for experiment tracking, model versioning, automated testing, CI/CD, deployment, monitoring, drift detection, observability, and controlled rollback
• Create reusable AI components, reference architectures, coding standards, engineering guardrails, and technical documentation to accelerate
📌 Senior AI/ML Engineer (Gurugram)
🏢 Optum India
📍 Gurugram