[Skip to main content](#main-content) [OpenNash Jobs](https://jobs.opennash.com/) [Hiring report](/reports/hiring/) · [All Tata Consultancy Services jobs](https://jobs.opennash.com/companies/tata-consultancy-services/) · [Search jobs](/search/) Tata Consultancy Services · Kolkata # Azure Machine Learning (ML) Architect Kolkata Data & Analytics Last seen on Tata Consultancy Services’s official careers site on August 1, 2026; it may have closed since. [Apply on Tata Consultancy Services’s careers site →](https://ibegin.tcsapps.com/candidate/next/en-IN/jobs/423148J) [OpenNash Jobs](https://jobs.opennash.com/) / [Tata Consultancy Services](https://jobs.opennash.com/companies/tata-consultancy-services/) / Azure Machine Learning (ML) Architect ## Job description TCS Walk-in at Kolkata- Ecospace Date- 25-Jul-26 JD - 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: - Azure OpenAI Service, Azure AI Studio o LLM Orchestration (LangChain, Semantic Kernel) - Python, PySpark - Vector 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. -