Senior Machine Learning Engineer
4 weeks ago
UnitedHealth Group is seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our data science team, you will be responsible for driving end-to-end Machine Learning projects that have a high degree of ambiguity, scale, and complexity.
Key Responsibilities- Build and deploy Machine Learning models into production, working closely with software engineers to assist in productionizing the ML models
- Perform hands-on analysis and modeling of healthcare data sets to develop insights that increase business value
- Run A/B experiments, gather data, and perform statistical analysis
- Establish scalable, efficient, automated processes for large-scale data analysis, machine-learning model development, model validation, and serving
- Research and implement innovative machine learning approaches
- Mentor and help recruit AI/ML scientists and machine learning engineers to the team
- Present findings and insights to senior leadership and at internal venues
- Be the thought leader in cutting-edge AI research and proactively pursue IP submissions
- PhD in AI, computer science, data science, applied math, or related technical fields
- 7+ years of industry/academic experience in machine learning or a related field
- 5+ years of building models for business application experience
- Advanced understanding of Deep Learning with applications in Time series Processing, NLP, and multimodal modeling
- Proven strong Python programming skills and experience with deep learning frameworks such as PyTorch or TensorFlow
- Experienced mathematical background, especially in optimization theory, stochastic algorithms, and/or numerical methods
- Experience with state-of-the-art algorithms and topologies, including but not limited to: VAR, GNNs, GANs, Transformers, deep and wide, SSMs, LLMs
- Proven in-depth knowledge in Generative AI technology and Large Language Models (LLMs)
UnitedHealth Group offers a comprehensive benefits package, incentive and recognition programs, equity stock purchase, and 401k contribution. We are an equal employment opportunity/affirmative action employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, national origin, protected veteran status, disability status, sexual orientation, gender identity, or expression, marital status, genetic information, or any other characteristic protected by law.
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