AI/ML Engineer
4 days ago
At UnitedHealth Group, we're committed to advancing health equity and improving health outcomes for all. As an AI/ML Engineer, you'll play a critical role in designing and developing innovative NLP, ML, and AI products and services for the healthcare industry.
Key Responsibilities:
- Develop and implement machine learning and deep learning models for NLP, NLU, NLG, SLU, and multidimensional time series forecasting.
- Manage the lifecycle of NLP and ML models for a suite of healthcare products.
- Design and execute large-scale proof-of-concepts for the healthcare business.
- Lead the end-to-end machine learning development process, including data ingestion, feature engineering, analysis, modeling, deployment, and performance tracking.
- Establish best practices for deep learning and machine learning development to ensure rigor and quality.
Requirements:
- Master's degree in computer science, statistics, electrical engineering, or a related field.
- 7+ years of industry/academic experience in data science, machine learning, or a related field.
- 5+ years of experience with machine learning and deep learning modeling.
- 3+ years of experience with deep learning frameworks and distributed training.
- 2+ years of experience applying computational algorithms and statistical methods to structured and unstructured data.
- 1+ years of experience with GenAI models.
- Exposure to RAG, LangChain, and VectorDBs.
We're committed to creating a diverse and inclusive work environment that fosters innovation and collaboration. If you're passionate about using AI and machine learning to improve healthcare outcomes, we encourage you to apply for this exciting opportunity.
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