04 Aug
|
Tata Consultancy Services
|
Kolkata
04 Aug
Tata Consultancy Services
Kolkata
Walk in Kolkata TCS Delta park 8 TH august 2026 Experience range 5+ years Job Summary We are looking for a highly skilled MLOps Developer with 5+ years of experience in Machine Learning Operations, Cloud Platforms, DevOps, and Data Engineering. The ideal candidate will be responsible for building scalable ML platforms, automating machine learning lifecycles, deploying AI/ML models into production, and ensuring reliable monitoring and governance. The candidate should possess expertise in Python, MLflow, Kubernetes, Docker, CI/CD, Cloud AI Services, Model Monitoring, and MLOps Automation.
Key Responsibilities - Design and implement end-to-end MLOps pipelines for machine learning and AI workloads.
- Automate model training, testing, deployment, monitoring, and retraining processes.
- Build scalable ML infrastructure for production-grade AI applications.
- Deploy Machine Learning and Deep Learning models using cloud-native services.
- Implement model versioning, experiment tracking, and reproducibility frameworks.
- Develop and maintain CI/CD pipelines for ML solutions.
- Establish model monitoring solutions for performance, drift, latency, and reliability.
- Create Feature Store and Model Registry solutions.
- Collaborate with Data Scientists, Data Engineers, and Application Developers to operationalize AI models.
- Implement security, compliance, and governance frameworks for ML applications.
- Optimize cloud infrastructure usage and operational costs.
- Troubleshoot production issues and ensure high availability of ML systems.
- Mentor junior engineers and contribute to MLOps best practices.
📌 ML Ops Developer (Kolkata)
🏢 Tata Consultancy Services
📍 Kolkata