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6 days ago
We are seeking a highly skilled Senior AI/ML Engineer to join our team at UnitedHealth Group. As a key member of our AI/ML engineering group, you will play a critical role in designing and developing the next generation of NLP, ML & AI products and services for the healthcare industry.
Key Responsibilities- Design and develop NLP, ML & AI products and services for healthcare
- Develop machine learning and deep learning models and systems in domains including NLP, NLU, NLG, SLU and multidimensional time series forecasting
- Work with RAG, LangChain, VectorDBs and other technologies
- Manage the lifecycle of NLP & ML models for a suite of products
- Run large complex proof-of-concepts for the healthcare business
- Manage prioritization and technology work for building NLP, ML & AI solutions
- Lead the full end-to-end machine learning development process
- Establish best practices for end-to-end deep learning and machine learning development cycle
- Undergraduate degree in applicable area of expertise or equivalent experience
- Experience in deploying scalable solutions to complex problems
- Skill Set: NLP, NLU, NLI, Architecture: Transformers, Attention, Models: GPT, Llama, Mistral, Model Quantization, Model Optimization, Retrieval & Ranking, RAG, RAGAS, Statistics, Machine Learning Models, Model Deployment
- Proven excellent communication, writing and presentation skills
- Experience in the healthcare industry
At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone – of every race, gender, sexuality, age, location and income – deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes – an enterprise priority reflected in our mission.
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