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Machine Learning Operations Engineer

7 days ago

Chennai, Tamil Nadu, India Global capability center Full time

About the Role:

We are looking for an experienced MLOps professional to join our Global Capability Center. As a member of our team, you will be responsible for designing, deploying, and managing machine learning pipelines in Google Cloud Platform (GCP).

Responsibilities:

  • Design and implement efficient machine learning workflows using Vertex AI, Kubeflow, and other GCP tools.
  • Collaborate with cross-functional teams to develop and deploy machine learning models.
  • Monitor and optimize model performance using various metrics and tools.
  • Ensure model reliability and integrity through versioning, auditing, and rollback mechanisms.
  • Develop and maintain technical documentation for machine learning applications and systems.
  • Stay up-to-date with industry trends and technologies to recommend improvements and modernizations to our applications.

Requirements:

  • Minimum 3 years of experience in MLOps, machine learning engineering, or related fields.
  • Strong expertise in programming languages like Python, SQL.
  • Excellent understanding of cloud computing platforms, particularly GCP.
  • Experience with containerization, orchestration, and service mesh technologies.
  • Ability to communicate complex technical ideas effectively to both technical and non-technical audiences.
  • Bachelor's degree in Computer Science, Engineering, Mathematics, Statistics, or a related field.