Migration Expert

1 day ago

Chennai, Tamil Nadu, India beBeeMachineLearning Full time ₹ 1,04,000 - ₹ 1,30,878
Job Title: Senior AIML Engineer

This role is for a Senior AIML Engineer responsible for the migration of existing machine learning models and pipelines to new platforms while ensuring seamless continuity and performance. The ideal candidate will analyze current ML architecture, optimize code, and validate outputs to ensure consistency with original use cases.

Responsibilities
  • Responsible 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.
  • Troubleshoot and resolve complex issues across development and production environments, ensuring smooth, reliable deployments.
Required Skills and Qualifications:
  • 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).

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