What You ‘ll Do
You will join our high performance Data & AI team and play a key role in designing, deploying, monitoring, and maintaining enterprise-grade machine learning solutions. You will bridge the gap between Data Science, AI Engineering, and Cloud Operations by building scalable MLOps platforms, automating ML workflows, and ensuring reliable production AI systems.
- Design, build, deploy, and maintain machine learning models in production environments.
- Develop and manage end-to-end machine learning pipelines covering data ingestion, feature engineering, model training, validation, deployment, monitoring, and retraining.
- Build scalable MLOps frameworks that enable productive model lifecycle management across enterprise AI platforms.
- Implement model versioning, experiment tracking, governance, and reproducibility best practices.
- Automate model deployment, retraining, rollback, and release workflows.
- Design and manage cloud-native infrastructure supporting enterprise AI and machine learning workloads.




- Develop and maintain CI/CD pipelines for machine learning applications and AI services.
- Implement Infrastructure as Code (IaC) using Terraform, ARM Templates, Bicep, or equivalent technologies.
- Deploy and manage containerized AI applications using Docker and Kubernetes.
- Monitor model performance, prediction quality, data drift, concept drift, system health, and resource utilization.
- Troubleshoot production issues related to ML pipelines, model serving, infrastructure, and deployment workflows.
- Implement logging, monitoring, alerting, and observability solutions for AI platforms.
- Optimize model serving performance, scalability, latency, and infrastructure efficiency.
- Collaborate with Data Scientists, AI Engineers, Software Developers, DevOps Engineers, and Business Stakeholders to operationalize machine learning solutions.
- Support AI governance, model security, compliance, audit readiness, and enterprise AI standards.
- Document MLOps pro

📌 MLOps Engineer (Chennai)
🏢 TVS Next
📍 Chennai