Senior Machine Learning Migration Specialist

1 day ago

Chennai, Tamil Nadu, India beBeeMachine Full time ₹ 1,04,000 - ₹ 1,30,878

As a Senior Machine Learning Migration Specialist, you will be responsible for leading the migration of existing machine learning models and pipelines to new platforms while ensuring seamless continuity and performance. Your ideal candidate will analyze current ML architecture, optimize code, and validate outputs to ensure consistency with original use cases.

Key Responsibilities
  • Develop and execute a strategic plan for migrating existing machine learning models and pipelines to a new platform or environment, ensuring continuity and performance.
  • Analyze the current ML architecture, data sources, and dependencies to plan and execute a seamless migration strategy.
  • Refactor and optimize code, retrain models if necessary, and validate outputs to ensure consistency with original use case.
  • Ensure all ML solutions adhere to security, compliance, and performance requirements while optimizing for cost and scalability.
  • Collaborate with cross-functional teams to troubleshoot and resolve complex issues across development and production environments, ensuring smooth, reliable deployments.
Required Skills

To succeed in this role, you will need:

  • Extensive experience in migrating machine learning models and pipelines.
  • Strong analytical skills to assess current ML architecture, data sources, and dependencies.
  • Proficiency in refactoring and optimizing code.
  • Ability to retrain and validate ML models for consistency.
  • Familiarity with MLOps practices and tools (e.g., Docker, MLFlow, deployment of ML endpoints).
Benefits

This role offers the opportunity to work on cutting-edge machine learning projects, collaborate with talented professionals, and grow your career in a dynamic and innovative environment.

Other Opportunities

We encourage professional growth and offer opportunities for training and development, as well as flexible working arrangements to support your work-life balance.

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