Senior Machine Learning Engineer
4 weeks ago
At UnitedHealth Group, we're committed to helping people live healthier lives and making the health system work better for everyone. As a Senior Machine Learning Engineer - Text Processing and NLU Expert, you'll play a critical role in designing and developing the next generation of NLP, ML & AI products and services for healthcare. Your expertise in text processing, NLU, and SLU will enable you to tackle complex problems and drive positive impact in the healthcare business.
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
- Manage NLP & ML models lifecycle for a suite of products
- Run large complex proof-of-concepts for the healthcare business
- Establish best practices for end-to-end deep learning and machine learning development cycle
Requirements:
- 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
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