Overview

Company Description IITM Pravartak Technologies Foundation is a Technology Innovation Hub (TIH) hosted at IIT Madras under the Department of Science and Technology’s National Mission on Interdisciplinary Cyber-Physical Systems.

Responsibilities

• Day-to-day responsibilities include building and managing CI/CD workflows for ML models, optimizing infrastructure for performance and cost, and ensuring reliability, security, and scalability of ML services. The role involves close collaboration with data scientists, software engineers, and domain experts to operationalize models, maintain documentation, and support continuous improvement of deployed solutions.

Qualifications

• Strong understanding of MLOps principles, including ML lifecycle management, CI/CD for ML, and model monitoring.
• Hands-on experience with cloud platforms (e.g., AWS, Azure, GCP) and containerization/orchestration tools (e.g., Docker, Kubernetes).
• Proficiency in scripting or programming languages commonly used in ML and DevOps (e.g., Python, Bash) and version control (e.g., Git).
• Knowledge of ML frameworks and tooling (e.g., TensorFlow, PyTorch, scikit-learn, MLflow, Kubeflow, Airflow) for model development and deployment.
• Familiarity with security, reliability, and performance best practices for production ML systems.
• Bachelor’s or Master’s degree in Computer Science, Data Science, Electrical Engineering, or a related technical discipline.
• Ability to collaborate effectively with cross-functional teams, communicate technical concepts clearly, and work on-site in a lab and production environment.
• Prior experience in cyber-physical systems, IoT, or sensor networks is an advantage.