Machine Learning Engineer

Greetings from TCS TCS is hiring MLOps Engineer Experience: 4-15 years Location: PAN India, preferably Pune, Chennai, Hyderabad, Kolkata, NCR Mode of interview : Walk in Walk in Location : Bangalore/Vizag Date of walk in : 9th May'26 Job Description:- 4 to 15 years of experience (2 years in AI/Gen AI is must). Required Skills: Degree in computer science, artificial intelligence, or IT. Strong 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 analys...