Senior Machine Learning Engineer
il y a 5 jours
At Optum, we're committed to delivering care and improving health outcomes through innovative technology. As a Senior Machine Learning Engineer, you'll drive end-to-end Machine Learning projects that have a high degree of ambiguity, scale, and complexity. You'll build Machine Learning models, perform proof-of-concept, experiment, optimize, and deploy your models into production, working closely with software engineers to assist in productionizing the ML models.
Key Responsibilities:
- Develop and implement scalable, efficient, automated processes for large-scale data analysis, machine-learning model development, model validation, and serving.
- Research and implement innovative machine learning approaches, including Generative AI technology and Large Language Models.
- 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.
Requirements:
- 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.
- 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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