About the position
Optum AI is UnitedHealth Group’s enterprise AI team, comprised of AI/ML scientists and engineers with deep expertise in AI/ML engineering for healthcare. We develop AI/ML solutions for high-impact opportunities across UnitedHealth Group businesses, including UnitedHealthcare, Optum Financial, Optum Health, Optum Insight, and Optum Rx. Our charter includes transforming the healthcare journey through responsible AI/ML innovation and developing/supporting an enterprise AI/ML development platform. Team members have the opportunity to make an impact at scale due to the data and resources available, engage in ground-breaking work with cutting-edge ML, NLP, and LLM techniques, and partner with world-class experts to develop novel AI/ML solutions, potentially leading to patents and publications. We are working in a critical frontier of AI/ML research and development.
Responsibilities
• Developing new solutions and science best practices in Responsible AI
• Developing and implementing models and methods that extend and improve LLM capabilities and reliability
• Research, design and implement scalable machine learning solutions
• Developing our research and innovation agenda
• Design, implement and deploy Deep Learning models, RAG and LLMs
• Collaborating with the Optum AI team and fellow scientist and engineers
Requirements
• Master degree in computer science, Machine Learning, statistics, engineering, mathematics, or another STEM discipline
• 3+ years of DL frameworks such as PyTorch and/or TensorFlow
• 2+ years of experience using ML to solve problems in natural language processing (NLP), multimodal RT processing, and/or other AI domains
• 2+ years of experience in Generative AI, grounding architectures, fine-tuning LLMs and/or improving pre-train LLM’s performance
• 2+ years of developing machine learning applications
• 1+ year of solid agentic research and developing experience
Nice-to-haves
• Ph.D. in Machine Learning with focus on NLP and/or GenAI
• Experience with Advanced Deep Learning, applied math and statistics
• Proven solid technical and scientific knowledge about generative AI
Benefits
• comprehensive benefits package
• incentive and recognition programs
• equity stock purchase
• 401k contribution