ML Ops Architect for PepsiCo

3 weeks ago


Hyderabad, Telangana, India PepsiCo Full time
PepsiCo Data Product Lead Role

As a key technical expert, you will be responsible for developing and overseeing PepsiCo's data product build & operations. You will drive a strong vision for how data engineering can proactively create a positive impact on the business. This includes building MLOps pipelines to deploy and orchestrate AI/ML models to support the ML lifecycle. You will lead the development of very large and complex MLOps pipelines into cloud environments, directly impacting the design, architecture, and implementation of PepsiCo's flagship data products around finance. You will work closely with process owners, product owners, and business users.

  • Build and maintain Machine Learning pipelines using Azure DevOps and Azure Data Factory.
  • Simplify the Machine Learning project development and deployment cycle.
  • Design and implement scalable solutions for data scientists to deploy their ML models and monitor their health on a multi-tenant platform.
  • Identify and develop MLOps features, including Azure DevOps Pipelines, Azure Data Factory, and Synapse.
  • Create tools, processes, or workflows that enable our Data Scientists to operate more efficiently.
  • Participate in the entire Machine Learning Lifecycle, including deploying code to various environments, CI/CD integration, performance monitoring, and change management.
  • Build pipelines, feedback loops, ML workflows, and APIs.
  • Azure certifications/knowledge will be preferred.
  • Responsible for the sustainability of already live pipelines in the production environment.


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