Walk-in || Mlops With Llm 23rd May Walk-in Drive Bengaluru @ Tata Consultancy

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Posted 36 days ago — confirm the vacancy is still active.

Walk-in || Mlops With Llm 23rd May Walk-in Drive Bengaluru

Tata Consultancy
4 - 9 years
Bengaluru
1 month ago
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Job Description

Role - MLOps with LLM

Experience - 4 to 15 years

Interview Location - Bengaluru

Location - PAN INDIA

Job description

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 analysis.
Cloud platform experience (AWS/Azure/GCP) to deploy and run ML workloads using managed services and cloud-native 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.
Cross-functional collaboration with data scientists, engineers, and platform teams to productionize models following best practices for repeatability, standardization, and operational efficiency.
Proficiency in programming languages such as Python, .Net or Java, with experience in relevant libraries and frameworks (e.g., TensorFlow, PyTorch, Keras).

Job Classification

Industry: IT Services & Consulting
Functional Area / Department: Data Science & Analytics
Role Category: Data Science & Machine Learning
Role: Data Scientist
Employement Type: Walk-ins

Contact Details:

Company: Tata Consultancy
Location(s): Bengaluru

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Keyskills: Predictive Modeling Artificial Intelligence Machine Learning Python Advanced Analytics Statistical Modeling Data Analytics Predictive Analytics

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Tata Consultancy

Tata Consultancy Services (TCS) is an Indian multinational information technology services, consulting, and business solutions company headquartered in Mumbai, India

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Walk-in || Mlops With Llm 23rd May Walk-in Drive Bengaluru @ Tata Consultancy

Home > Data Science & Machine Learning

Walk-in || Mlops With Llm 23rd May Walk-in Drive Bengaluru

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