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MLOps Technical Lead

1 week ago

Pune, Maharashtra, India Roche Full time
Job Description

We are looking for a senior data engineer with a passion for Machine Learning Operations to join our team in Analytics & Insights Product Line. As a key member of our AA&AI Platforms & Frameworks team, you will be responsible for growing our platform by helping us increase the MLOps maturity in the organization.

About the Opportunity
  • The position offers an opportunity to grow your technical skills by joining a multi-disciplinary team and getting support to learn about new technologies in the very exciting field of MLOps.
  • You will have the chance to work on a backlog of activities to increase the MLOps maturity in the organization.
Key Responsibilities
  • Research and implement MLOps tools, frameworks, and platforms for our Data Science projects.
  • Work on a backlog of activities to increase the MLOps maturity in the organization.
  • Proactively introduce a modern, agile, and automated approach to Data Science.
  • Conduct internal training and presentations on the benefits and use of MLOps tools.
Requirements
  • 7+ years of MLOps experience.
  • Experience with Kubernetes.
  • Experience in operationalization of Data Science projects (MLOps) using at least one of the popular frameworks or platforms (e.g., Kubeflow & AWS Sagemaker).
  • Good understanding of ML and AI concepts. Hands-on experience with ML model development.
  • Proficiency in Python used for both ML and automation tasks.
  • Good knowledge of Bash and Unix command line toolkit.
  • Experience with devops, CI/CD/CT, pipeline implementation.
  • Experience with AWS (knowledge of other cloud providers is a plus).
  • Experience with LLMOps and genAI.
  • Strong communication skills.
  • Experience in running project teams.
About Us

Roche fosters diversity, equity, and inclusion, representing the communities we serve. When dealing with healthcare on a global scale, diversity is an essential ingredient to success. We believe that inclusion is key to understanding people's varied healthcare needs, and we strive to create an inclusive environment where every voice matters.