Machine Learning Operations Lead
4 days ago
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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