Ml Ops Developer

About the job 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 new 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 education. Good communication and interpersonal skills Strong verbal and written communication skills Willingness to work in a collaborative and dynamic environment Relevant experience as per the job requirements (if applicable) Documents required for interview: TCS Online Application Form Resume Govt. Photo ID Proof (Passport / Driving License / Aadhar Card / PAN Card) PAN Card Marksheet Work experience letters Last 3 months pay slips . Unit level assets:Solution- can be used as per opening TCS Data Modernization Service on AWS Research insights/Blogs - First 2 articles will go with any AI opening Modernise ETL systems for a successful AI-first operating model Case studies- TCS accelerates Alstoms digital transformation with a future-ready Data Integration Backbone Leadership Video- should go with any Data analytics opening, latest video The Future of AI is Built on Data. And It Starts Here- Satish Byravan, Global Head of Data & Analyt… Big Bet hiring page link: