Senior MLOps Engineer

3 weeks ago


Pune, Maharashtra, India Siemens Energy Full time

Senior MLOps Engineer Role

About the Role

Siemen Energy is seeking a highly skilled and experienced Senior MLOps Engineer to join the Digital Core function and play a key role in shaping the data architecture and strategy within the organization.

You will focus on close collaboration with stakeholders on developments around our Machine Learning environment, partnering with business stakeholders and other teams within the organization to define priorities for backlog items and work on those.

Key Responsibilities:

  • Onboard new AI ML use cases in AWS / Google Cloud Platform.
  • Define the right MLOps architecture for AWS/ GCP/ Cloud Agnostic.
  • Cross Account Model Deployment, monitoring, sharing.
  • Strong experience in working with AI ML services (AWS Sagemaker, GCP AutoML, Vertex AI etc.)
  • Develop PoC's / MVP's using AWS / GCP and other MLOps services.
  • Hands on experience in GitLab CI for CI CD and DevOps implementations
  • Develop Infrastructure as code by writing AWS CDK scripts.
  • Consultancy to the stakeholders on AI ML and help build right solutions.
  • Support Test automation and deployment of the code base to the production environment.

Requirements

  • Bachelor's degree in one of the following fields: Computer science, mathematics, engineering, physics, or related. A Master's degree is considered a plus.
  • Preferably AWS or GCP Certifications in ML AI area.
  • Around 10 years of hands on experience with ML / AI development and Operations.
  • Deep understanding with ML Life Cycle: Data Preprocessing, Training Pipeline, Inference Pipeline, Model monitoring, Post Processing as well as understanding of the MLOps.
  • Experience in developing, implementing, maintaining, and operating CI CD (Continuous Integration and Continuous Delivery) pipeline following the DevOps process.
  • Very good knowledge of Python coding and Linux administration.
  • Experience in working with JIRA and Confluence and Agile delivery model.

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