ML Ops Developer at Tata Consultancy Services in Chennai

About the Role

Tata Consultancy Services is seeking experienced ML Ops Developers with 4 to 15 years of experience. The role is based in Chennai with a face-to-face interview scheduled on 19th September.

Key Responsibilities

• Develop, deploy, and manage scalable and reliable Machine Learning platforms ready for production.
• Handle the entire ML lifecycle including End-to-End MLOps and lifecycle management.
• Design and implement Continuous Integration/Continuous Delivery (CI/CD) and Continuous Training (CT) pipelines tailored for machine learning workflows.
• Utilize containerization and orchestration tools such as Docker and Kubernetes to manage ML pipeline execution.
• Work extensively with MLOps platforms like MLflow and Kubeflow or similar tools for streamlined pipeline orchestration.
• Monitor model performance, detect drift, and maintain observability of deployed models.
• Leverage cloud environments including AWS, Azure, and Google Cloud Platform (GCP) for deployment and resource management.
• Implement security protocols, governance policies, compliance measures, and fine-grained access controls related to ML systems.
• Develop and maintain software components in programming languages such as Python, Java, or .NET.
• Apply Machine Learning frameworks including TensorFlow, PyTorch, and Keras for development purposes.
• Focus on production deployment automation and continuously improve operational excellence in ML systems.

Additional Information

The interview will be conducted face-to-face in Chennai on 19th September. The company is looking for candidates passionate about scalable ML platform development and hands-on with respective tools and environments.