Lead AI/ML Engineer

il y a 6 jours


SaintNazaire, Pays de la Loire, France Optum Temps plein
Optum AI/ML Engineer Job Description

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
Requirements:
  • 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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