Machine Learning Operations Lead

4 days ago


Singapore SYNECHRON TECHNOLOGIES SINGAPORE PTE. LTD. Full time

About the Role

Synechron Technologies Singapore PTE. LTD. is seeking a highly experienced Machine Learning Operations Lead to join our team in Singapore.

Job Description:

  • Develop and maintain efficient ML pipelines for model deployment, monitoring, and versioning.
  • Collaborate with data scientists to refactor and optimize ML models for scalability and reliability.
  • Design and implement containerization and CI/CD strategies for seamless model integration.
  • Work closely with infrastructure teams to ensure smooth model deployment and rollback mechanisms.
  • Evaluate open-source and commercial AI/ML platforms for feasibility and integration.

Key Requirements:

  • At least 10 years of experience as a ML Engineer with Python and large-scale data processing frameworks.
  • Advance proficiency in Python, Bash, and Unix/Linux command-line toolkit.
  • Experience with ML libraries like Pandas, NumPy, H2O, or TensorFlow.
  • Familiarity with cloud platforms (AWS, GCP) and MLOps tools (Kubeflow, AWS SageMaker).

Salary Estimate: $150,000 - $200,000 per annum



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