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Tata Consultancy Services

Posted 25 Aug 2026

Azure Machine Learning (ML) Architect

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Team
TECHNOLOGY
Posted
25 Aug 2026

About the role

TCS Walk-in at Bangalore- Yeshwanthpur
Date- 25-Jul-26
JD

Required Qualifications

·12+ years of overall IT experience, with 5+ years in AI/ML, data science, or solution architecture.

·Proven, hands-on experience designing and deploying solutions using:

oAzure OpenAI Service, Azure AI Studio

oLLM Orchestration (LangChain, Semantic Kernel)

oPython, PySpark

oVector databases (e.g., FAISS, Azure Cognitive Search, Milvus)

·Strong understanding of LLM orchestration, RAG patterns, prompt engineering, and fine-tuning techniques.

·Demonstrable experience in designing data governance and data strategy alongside AI/ML solutions (e.g., leveraging Azure Data Lake, Microsoft Fabric).

·Deep knowledge of cloud-native architecture, RBAC, VNet/network security, and performance/cost tuning on Azure.

·Experience with data pipelines, model lifecycle management, and MLOps on Azure (Azure ML, Azure DevOps).

·Familiarity with Azure DevOps, GitHub Actions, and CI/CD for AI workloads.

·

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