Senior AI/ML Engineer
UnitedHealth Group
UnitedHealth Group
Join Optum, a global health organization dedicated to improving lives through technology. As a Senior AI/ML Engineer, you will play a pivotal role in advancing health optimization worldwide.
Our inclusive culture offers opportunities to collaborate with talented peers, access comprehensive benefits, and pursue career development. Contribute to our mission of Caring, Connecting, and Growing together as we make a tangible impact on communities and health outcomes.
Design, develop, and deploy advanced machine learning models for production, utilizing supervised, unsupervised, reinforcement learning, deep learning, and NLP techniques. Build and optimize generative AI solutions, including Large Language Models (LLMs) and agentic AI systems using frameworks like LangGraph and LangChain.
Deploy and fine-tune LLMs from providers like OpenAI, mastering prompt engineering and model customization. Conduct thorough model testing and validation to ensure production-grade quality. Implement containerized AI/ML solutions with Docker and Kubernetes, establishing robust CI/CD pipelines via GitHub Actions.
Leverage Azure and AWS services for AI/ML projects, managing scaling and cloud migrations. Collaborate with cross-functional teams to transform business needs into scalable AI/ML solutions. Ensure adherence to AI/ML governance, ethics, and responsible AI practices.
An undergraduate degree or equivalent experience is required, coupled with a minimum of 8 years in software engineering and AI/ML. At least 3 years of hands-on experience developing and deploying AI-based projects in production environments is essential.
Demonstrate expertise across multiple machine learning approaches and techniques. Proven success in containerizing and deploying AI/ML projects at scale is critical. A strong track record of implementing and maintaining CI/CD pipelines for ML workflows is also necessary.
UnitedHealth
Healthcare