Lead Machine Learning Ops Engineer

3 days ago


Chicago IL United States McDonald's - Corporate Full time
Minimum Requirements
  1. 3+ years of experience in building and deploying data science models, preferably with ML platforms like Databricks or similar
  2. 3+ years of MLOps experience, familiar with cloud platforms such as AWS
  3. 3+ years of experience with MLOps tools such as MLFlow, Kubeflow, or similar
  4. Proficient in coding advanced SQL and Python
  5. Experience with continuous integration and deployment (CI/CD) frameworks
Responsibilities
  1. Design, build and ideate the ML deployment framework to automate ML model deployment & automated model retraining
  2. Implement ML deployment framework to productionize data science models at scale and ensure ongoing monitoring & governance
  3. Develop CI/CD pipeline and automation to account for data, code & model changes
  4. Collaborate globally with data scientists, data engineers, and architects to define and implement technical architecture blueprint for ML solutions
  5. Build and maintain tools and infrastructure for ML development initiatives
  6. Develop and update technical documentation for senior leaders and colleagues to serve as a reference guide for ML standards and best practices
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