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AI Senior Architect

  • Source: Naukri
  • Tata Consultancy Services
  • On-site
  • Bengaluru
  • Full-Time
  • Senior

Job Description

Job Title: Senior AI Architect (GenAI / Agentic AI)

Experience: 10-15 Years (Minimum 5+ Years in AI / Generative AI)

Location: PAN India (Preferred: Pune, Chennai, Hyderabad, Kolkata, NCR, Mumbai)
Employment Type: Full Time

Job Summary

We are seeking a highly experienced Senior AI Architect to lead the design, architecture, and deployment of enterprise-scale Artificial Intelligence and Generative AI solutions. The ideal candidate will have deep expertise in LLMs, Agentic AI, RAG architectures, Multi-Agent Systems, MLOps, GenAIOps, and cloud-native AI platforms across Azure, AWS, and Google Cloud.

This role requires a strong technology leader capable of defining AI strategy, architecting scalable and secure solutions, mentoring engineering teams, and driving AI transformation initiatives across the organization.

Key Responsibilities

AI & GenAI Architecture

  • Architect and deploy enterprise-grade AI and Generative AI solutions in production environments.
  • Design scalable, secure, resilient, and high-performance AI platforms and applications.
  • Define reference architectures, standards, and best practices for AI adoption across the organization.
  • Lead the implementation of Large Language Model (LLM)-based solutions and AI-driven business applications.

Agentic AI & Intelligent Systems

  • Design and implement Agentic AI systems leveraging autonomous and semi-autonomous agents.
  • Architect solutions using Model Context Protocol (MCP), orchestration frameworks, tools, memory management, workflows, and reasoning frameworks.
  • Develop multi-agent ecosystems for enterprise automation and intelligent decision-making.

Enterprise AI Solution Design

  • Design advanced AI solutions including:

  • Retrieval-Augmented Generation (RAG)
  • Multi-Agent Systems
  • Knowledge Assistants
  • Enterprise AI Automation
  • Conversational AI Platforms
  • Intelligent Business Workflows

  • Collaborate with business stakeholders to define and deliver AI-powered transformation initiatives.

Cloud & Platform Architecture

  • Design and govern enterprise AI architectures across:

  • Microsoft Azure
  • Amazon Web Services (AWS)
  • Google Cloud Platform (GCP)

  • Establish cloud-native AI frameworks that support scalability, governance, security, and operational excellence.

MLOps & GenAIOps

  • Define and implement enterprise MLOps and GenAIOps frameworks.
  • Drive:

  • CI/CD Automation
  • Model Versioning
  • Experiment Tracking
  • Deployment Automation
  • Rollback Strategies
  • Prompt Lifecycle Management
  • Model Evaluation Frameworks
  • Automated Retraining Pipelines

AI Operations & Governance

  • Establish AI operational processes covering:

  • DevOps
  • DataOps
  • MLOps
  • GenAIOps
  • Infrastructure Automation
  • Observability
  • Monitoring
  • Governance Frameworks

  • Ensure responsible AI implementation and compliance with organizational standards.

Leadership & Stakeholder Management

  • Provide technical leadership across the entire AI solution lifecycle.
  • Mentor architects, data scientists, AI engineers, and platform teams.
  • Collaborate closely with business leaders, Centers of Excellence (CoEs), engineering leadership, and external partners.
  • Drive innovation and thought leadership in emerging AI technologies.

Required Skills

AI & Generative AI

  • 5+ years of hands-on experience in AI/Generative AI.
  • Proven experience in implementing and managing production-grade AI solutions.
  • Deep expertise in:

  • Generative AI
  • Large Language Models (LLMs)
  • Agentic AI
  • RAG Architectures
  • Prompt Engineering
  • Multi-Agent Systems

Architecture

  • Strong experience architecting enterprise-scale solutions.
  • Expertise in:

  • Microservices Architecture
  • API-Driven Design
  • Event-Driven Architecture
  • Enterprise Integration Patterns

Cloud Platforms

  • Extensive experience with:

  • Microsoft Azure
  • AWS
  • Google Cloud Platform (GCP)

MLOps & GenAIOps

  • Strong hands-on experience with:

  • CI/CD for AI/ML
  • Model Deployment
  • Model Lifecycle Management
  • Experiment Tracking
  • Automated Retraining
  • Monitoring & Observability
  • Prompt Management Frameworks

AI Operations

  • Experience in:

  • Model Monitoring
  • Drift Detection
  • Performance Management
  • Incident Management
  • Capacity Planning
  • Operational Governance

Preferred Skills

  • Experience with LangChain, LangGraph, Semantic Kernel, CrewAI, AutoGen, or similar orchestration frameworks.
  • Experience with Vector Databases such as Pinecone, Weaviate, Milvus, Chroma, or Azure…

Skills

  • ncr
  • microsoft-azure
  • amazon-web-services
  • google-cloud-platform
  • drift
  • LangChain
  • LangGraph
  • crewai
  • Milvus
  • chroma
  • azure-search
  • claude-by-anthropic
  • Gemini

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