Ml Ops Developer

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 → monitoring/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 tooling such as MLflow/Kubeflow (or equivalent).
• Monitoring & observability for ML systems: service + data + model health tracking, driftchecks (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 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 productionize 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 AWSResearch insights/Blogs - First 2 articles will go with any AI opening
• Modernise ETL systems for a successful AI-first operating modelCase studies-
• TCS accelerates Alstoms digital transformation with a future-ready Data Integration BackboneLeadership 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: