Ai Architect
TCS
8 - 15 years
Bengaluru
Posted: 15/11/2025
Job Description
Key Responsibilities:
Strategy & Roadmap
· Define and drive the AI strategy, aligning with business goals and innovation priorities.
· Develop and maintain the AI solution roadmap, including short-term deliverables and long-term vision.
· Evaluate emerging AI trends and technologies to inform strategic direction.
Architecture & Design
· Architect end-to-end AI solutions using Gen AI, Agentic AI, LLMs, and multi-modal AI.
· Design intelligent agent systems using LangChain, LangGraph, Model Context Protocol (MCP), and Agent to Agent Protocols.
· Establish scalable and modular AI architectures that support RAG pipelines, Vector DBs, and Embeddings.
· Define and enforce AI governance frameworks, including Responsible AI, GuardRails, and compliance with AI Ethics & Regulations.
Assessment & Optimization
· Conduct technical assessments of existing AI/ML systems, models, and data pipelines.
· Identify gaps, risks, and opportunities for modernization or enhancement.
· Recommend architectural improvements and integration strategies for legacy systems.
Deployment & Integration
· Lead deployment of AI models using Docker, Kubernetes, and MLOps best practices.
· Integrate AI solutions with enterprise platforms and cloud-native services (Azure, AWS, GCP).
· Ensure performance, scalability, and security of deployed AI systems.
Leadership & Collaboration
· Collaborate with product owners, data scientists, engineers, and business stakeholders.
· Mentor engineering teams and contribute to talent development in AI and ML domains.
· Represent AI architecture in enterprise governance forums and technical councils.
Must-Have Skills:
· Generative AI (Gen AI), Agentic AI
· AI Strategy, Architecture, and Roadmap Planning
· Python Programming
· AI Frameworks (LangChain, AutoGen, CrewAI and LangGraph)
· Model Context Protocol (MCP), Agent to Agent Protocol
· GuardRails, AI Ethics and Regulations
· Prompt Engineering, Responsible AI
· Distillation, RAG, Fine-tuning
· Multi-modal AI, LLMs
· Vector Databases, Embeddings
· GenAI deployment tools (Docker, Kubernetes)
· AI Solution Assessment and Optimization
About Company
Tata Consultancy Services (TCS) is one of the largest multinational IT services and consulting companies in the world, headquartered in Mumbai, India. It operates in over 50 countries and is a part of the Tata Group, India's largest business conglomerate. TCS offers a wide range of services including software development, consulting, digital transformation, and business solutions, serving industries such as finance, healthcare, retail, and telecommunications. Known for its global reach, technological expertise, and innovation, TCS is consistently ranked among the top IT services companies globally.
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