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Gen AI architect

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Onsite

Gen AI architect

Tata Consultancy Services

Gen AI architect

Skills

Google Cloud PlatformSQL QueriesDockerNodeFlaskPythonSpring BootAWS LambdaJenkinsMachine LearningAIAWSGitHubKubernetesFastAPIAzure

2 months ago

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Important information


Contract type:

Permanent

Location:

Pune, Maharashtra, India

Work mode:

Onsite

Published on:

25 August 2026

What they need


About the Company

AI/GEN AI Architect

About the Role

4+ years of experience in AI/ML, with 2+ years in GenAI or LLM-based solutions. Define and lead the architecture of GenAI solutions across multiple business domains.

Responsibilities

  • Deep understanding of:
  • RAG architectures (vector stores, retrieval strategies, reranking)
  • Prompt engineering patterns (system prompts, templates, structured output)
  • Agents and tool-use (planning, memory, tool calling, guardrails)
  • Hands-on proficiency in Python
  • Experience with frameworks such as LangChain / LlamaIndex / Semantic Kernel (or equivalent orchestration libraries)
  • API development experience with FastAPI / Flask / Spring Boot / Node.js
  • Strong experience with at least one cloud: Azure / AWS / GCP
  • Exposure to services like:
  • Azure: Azure OpenAI, Cognitive Search, AKS, Functions
  • AWS: Bedrock, OpenSearch, Lambda, EKS
  • GCP: Vertex AI, Vector Search, Cloud Run/GKE
  • Exposure to Containerization and CI/CD: Docker, Kubernetes, pipelines (Azure DevOps/GitHub Actions/Jenkins)
  • Experience with vector databases (Pinecone, Milvus, Weaviate, FAISS) and/or search engines (Elastic/OpenSearch)
  • Strong SQL fundamentals; familiarity with document stores and metadata catalogs is a plus
  • Ability to evaluate and select appropriate LLMs, frameworks, and infrastructure for GenAI use cases
  • Good to have fine-tuning experience: LoRA/PEFT, instruction tuning, embeddings tuning
  • Strong architectural thinking; ability to simplify complexity for senior stakeholders
  • Excellent communication and documentation skills (HLD/LLD, reference architecture, ADRs)
  • Ability to lead cross-functional teams and drive consensus
  • Outcome-driven mindset: links technology to business value and KPIs
  • Should be able to stay ahead of emerging trends in GenAI, LLMs, and multimodal AI to guide innovation
  • Cloud certifications (Professional / Architect level)

Qualifications

4+ years of experience in AI/ML, with 2+ years in GenAI or LLM-based solutions.

Required Skills

  • Hands-on proficiency in Python
  • Strong experience with at least one cloud: Azure / AWS / GCP
  • Strong SQL fundamentals
  • Excellent communication and documentation skills

Preferred Skills

  • Experience with frameworks such as LangChain / LlamaIndex / Semantic Kernel
  • Good to have fine-tuning experience: LoRA/PEFT, instruction tuning, embeddings tuning
  • Familiarity with document stores and metadata catalogs

Pay range and compensation package

Not specified.

Equal Opportunity Statement

We are committed to diversity and inclusivity.

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