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Tech Architect / Solution Architect - Cloud Gen AI

Tech Architect / Solution Architect - Cloud Gen AI

Tata Consultancy ServicesBangalore Urban, Karnataka, India
19 days ago
Job description

Role - Tech Architect / Solution Architect - Cloud Gen AI

Experience- 10 Years -15 years

Location- PAN India

  • To lead the Architecture and solutioning of Scalable, secure and production-grade Generative AI applications and platforms leveraging Cloud native AI / Gen AI Services.
  • Experience in liaising between Business, data science and engineering teams to define end-to-end AI solutions that leverage state of the art foundation models, vector DBs , prompt engineering techniques using Public Cloud service providers native services.
  • Architecture & Design :
  • Define reference Architectures for Gen AI solutions using Cloud-native and open-source stacks
  • Architecture end-to-end solutions involving LLMs, embeddings, vector stores, API orchestration, and secure data access.
  • Design for Scalability, latency, cost, compliance, and model observability using Public Cloud service providers native services
  • Solution Engineering :
  • Lead the solutioning and prototyping of RAG, agentic workflows, multi-modal generation, and LLMops pipelines using Public Cloud service providers native services
  • Evaluate and integrate foundation models via on AWS (SageMaker, Bedrock), Azure (OpenAI), or GCP (Vertex AI).
  • Cloud & MLOps Integration :
  • Architect multi-region resilient deployments using AWS, Azure or GCP services.
  • Implement MLOps / LLMOps pipelines, embedding storage (Pinecone, Opensearch, Chroma) model versioning and inference monitoring.

Profile Requirement :

  • Customer & Stakeholder Engagement :
  • Translate business goals into Solution Architecture and POC
  • Engage in pre-sales, proposal writing, client workshops and evangelization of solutions and offerings leveraging Public Cloud AI service offerings.
  • Governance & Security :
  • Enforce AI Security and compliance of applications hosted on Cloud (Data residency, guardrails, encryption, IAM, RBAC)
  • Design responsible AI flows to handle hallucinations, toxicity, bias and usage monitoring using Public Cloud service providers native services.
  • Mentoring & Capability Building :
  • Mentoring development teams on best practices.
  • Contribute to internal accelerators, reusable solutions and architecture patterns.
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    Solution Architect • Bangalore Urban, Karnataka, India