06 Sep
|
Optum India
|
Bengaluru
06 Sep
Optum India
Bengaluru
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 perks 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
Design, develop, and implement AI, Machine Learning, and Generative AI solutions for business use cases
Analyze business problems and recommend the right AI approach, including ML models, LLMs, RAG, embeddings, prompt engineering, or cloud AI services
Build and integrate LLM-based applications using prompt engineering, orchestration, semantic search, vector databases, and model evaluation techniques
Develop, evaluate, deploy,
and continuously improve machine learning models and AI-driven solutions for diverse business use cases
Build scalable AI/ML pipelines for data processing, model training, validation, deployment, monitoring, and retraining
Integrate AI/ML models and GenAI capabilities into applications, APIs, workflows, enterprise platforms, and data systems
Work with cloud-based AI and data platforms such as Azure, AWS, Google Cloud, Databricks, Kubernetes, serverless services, and vector databases
Apply MLOps and LLMOps practices, including experiment tracking, model versioning, CI/CD, automated testing, deployment automation, and monitoring
Evaluate and optimize AI/ML solutions for accuracy, performance, scalability, reliability, security, cost, and business value
Monitor production AI systems for model drift, data quality issues, hallucinations, latency, cost, and performance degradation
Apply responsible AI practices, including data privacy, access control
📌 Senior AI/ML Engineer (Bengaluru)
🏢 Optum India
📍 Bengaluru