Job DescriptionAbout the Unit:TCS Data & Analytics is powering the AI revolution by transforming data into a strategic enterprise asset. Built on the philosophy of Smart Data for Smarter AI, it enables organisations to create intelligent, AI-ready ecosystems that accelerate innovation, unlock recent value, and drive business transformation at scale. As AI reshapes industries, TCS is helping businesses turn data into their most powerful competitive advantage.
:Role Name:MLOps Developer
Exp req:4+
Interview veneue:
The Tata Consultancy Services (TCS) Brigade Bhuwalka Icon, situated at No. 1, ITPL Main Road, Pattandur Agrahara, Whitefield, Bengaluru, Karnataka, 560069
Job description
Strong knowledge of MLOps principles and the end-toend ML lifecycle: data preparation → training → validation → deployment/serving → monitorin
g/refresh pipelines.
Design and implement CI/CD (and CT/continuous training) pipelines for ML workflows,
including testing, promotion, rollback, and reproducible builds.
Handson with containerization and orchestration (e.g., Docker/Kubernetes)



and ML pipeline tooli
ng 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 m
anaged services and cloudnative 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.
Crossfunctional collaboration with data scientists, engineers, and platform teams to productioni
ze models following best practices for repeatability, standardization, and operational effici

Experience Range: 4 to 10 years
Qualifications: Any Technical Degree(BE/B,Tech/M.tech/MCA/BCA/BSC/Diploma/Masters)
Eligibility:
15 years of full-time e

📌 Ml Ops Developer (Bengaluru)
🏢 Tata Consultancy Services
📍 Bengaluru