Principal Machine Learning Engineer
il y a 5 jours
Optum is seeking a Principal Machine Learning Engineer to join our team.
About the RoleYou will work closely with software engineers to assist in productionizing ML models, perform hands-on analysis and modeling of healthcare data sets, and establish scalable, efficient, automated processes for large-scale data analysis.
Key Responsibilities- Work closely with software engineers to assist in productionizing 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
- Present findings and insights to senior leadership and at internal venues
Requirements
- PhD in AI, computer science, data science, applied math, or related technical fields
- 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
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