ML Ops Developer - F2F Interview - Delhi

Greetings from Tata Consultancy Services!!!

Role : ML Ops Developer

Experience: 5 to 12 Years

Interview Mode: F2F Interview

Date: 13 June 2026(Saturday)

Location: Delhi (Noida)

Job Description ML Ops Developer:

• 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...

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