03 Aug
|
Tata Consultancy Services
|
Kolkata
03 Aug
Tata Consultancy Services
Kolkata
Job Description
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, Dev Ops, 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