Lead AI/ML Engineer
il y a 6 jours
At Optum, we're dedicated to delivering care and improving health outcomes through innovative technology. As an AI/ML Engineer, you'll play a critical role in developing and deploying machine learning models that drive business value and enhance patient care.
Key Responsibilities:- Design and implement end-to-end machine learning projects with high complexity and ambiguity
- Build and deploy machine learning models using PyTorch or TensorFlow, and collaborate with software engineers to productionize ML models
- Analyze and model healthcare data sets to develop insights that increase business value
- Conduct A/B experiments, gather data, and perform statistical analysis to inform business decisions
- Establish scalable and efficient processes for large-scale data analysis, machine learning model development, and model serving
- Research and implement innovative machine learning approaches to stay ahead of the curve
- Mentor and recruit AI/ML scientists and engineers to the team
- Present findings and insights to senior leadership and internal stakeholders
- PhD in AI, computer science, data science, or a related field
- 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
- Strong Python programming skills and experience with deep learning frameworks
- Experienced mathematical background, especially in optimization theory, stochastic algorithms, and/or numerical methods
- Experience with state-of-the-art algorithms and topologies, including VAR, GNNs, GANs, Transformers, and LLMs
We're committed to creating a diverse and inclusive work environment that fosters innovation and growth. If you're passionate about AI/ML and want to make a meaningful impact on healthcare, we encourage you to apply.
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