About the Company

Greetings from Tata Consultancy Services Recruitment Team

About the Role

Face to Face Interview for all those ML Ops Developer we are coming bigger with the plan of Face to Face Drive on 8th August,2026 (Saturday) in Kolkata. It is a Face to Face interview planned to attract great Talents in ML Ops Developer. We believe that your skills and expertise are a better match for the skills we are looking for.

Responsibilities

Skill: ML Ops Developer (Face to Face)
Years of experience: 6 to 12 Years
Location: TCS Delta Park – Lords Building, Tata Consultancy Services (TCS), Plot C, Block EP & GP, Salt Lake Electronics Complex, Sector V (Bidhannagar), Kolkata, West Bengal –700091, India
Date: 8th July,2026 (Saturday) (Face to Face)
Drive Time: 9 AM to 2 PM
Ex TCS Employees are not eligible to apply.
Candidates from Kolkata and Nearby locations are eligible to apply.

Qualifications

Degree in computer science, artificial intelligence, or IT.

Required Skills

Solid knowledge of MLOps principles and the end-to-end ML lifecycle:



data preparation → training → validation → deployment/serving → monitoring/refresh pipelines.
Design and implement CI/CD (and CT/continuous training) pipelines for ML workflows, including testing, promotion, rollback, and reproducible builds.
Hands-on with containerization and orchestration (e.g., Docker/Kubernetes) and ML pipeline tooling such as MLflow/Kubeflow (or equivalent).
Monitoring & observability for ML systems: service + data + model health tracking, drift checks (feature/target/concept), alerts/triggers, and root-cause analysis.
Cloud platform experience (AWS/Azure/GCP) to deploy and run ML workloads using managed services and cloud-native components (e.g., GKE, BigQuery, Cloud Storage, Vertex AI capabilities).
Security, governance, and access controls: authentication/authorization, encryption, policy/guardrails, and compliance-focused logging/traceability for production ML.
Cross-functional collaboration with data

📌 ML Ops Developer (Kolkata)
🏢 Tata Consultancy Services
📍 Kolkata