Generative AI Architect- Manager

Aimlroles; Bengaluru; Sur place; INR 2 500 000 - 3 500 000; Plein temps

Résumé du poste

PwC India is seeking a Manager-level Generative AI Architect to lead client engagements in data and analytics engineering. You will shape Generative AI solution design, drive multi-team collaboration, and ensure high-quality, scalable delivery across advisory, assurance, tax and business services domains.

You will guide teams on designing agentic AI systems, defining MVPs, and aligning with cloud platforms and governance. Strong Python, DevOps, and MLOps fundamentals are essential.

Qualifications

• Bachelor's and Master's degree required.
• ,

Responsabilités

• Architect end-to-end GenAI solutions focusing on agentic system designs and multi-agent orchestration.
• Define agentic design standards across teams and ensure scalable, compliant solutions.
• Align technology choices with client cloud platforms and governance policies.
• Translate business objectives into AI requirements and MVP scope.
• Establish observability, testing, and production SLAs for agentic AI solutions.
• Lead GenAI/Agentic AI engineering teams through architecture reviews and QA.
• Evaluate and implement agentic AI tech stacks and CI/CD pipelines.

Connaissances

English proficiency

Leadership

Communication

English language

Formation

Bachelor's & Master's Degree

Outils

LangChain

LangGraph

CrewAI

AutoGen

Pinecone

Weaviate

Azure AI Search

LangSmith

Langfuse

Arize AI

Kubernetes

Docker

Azure DevOps

GitHub Actions

Description du poste

Industry/Sector

Not Applicable

Specialism

Data, Analytics & AI

Management Level

Manager

Job Description & Summary

The Opportunity

Join our Acceleration Center India and help shape the future of business for our diverse client portfolio across geographies and jurisdictions. You’ll work at the heart of global teams across Advisory, Assurance, Tax and Business Services—solving real client challenges through connected collaboration. We’ll help you grow your skills so you can go further. With hands-on learning, cutting-edge tools and an inclusive culture, this is your opportunity to do inspiring work that makes a difference—every day.

As a Generative AI Architect- Manager you will lead client support work focused on data and analytics engineering, with an emphasis on data science, generative AI solution design, and the translation of advanced analytics into actionable insights. As a Manager you will guide teams, coach junior professionals, and manage workstreams with accountability for timelines, quality, and client expectations while applying judgment, integrity, and technology fluency. In this role at PwC, you will shape solution approaches, review technical deliverables, and help identify opportunities to apply AI and analytics methods across client needs within our Data and Analytics Engineering practice.

Responsibilities

• Architect end-to-end enterprise GenAI solutions focusing on agentic system designs, including multi-agent orchestration, autonomous task execution, tool-use chains, LLM integration, and RAG pipelines.
• Define and enforce agentic design standards across teams covering agent communication protocols, intelligent task routing, lifecycle management, shared tool registries, and orchestration framework selection (e.g., LangGraph, CrewAI, AutoGen, Semantic Kernel Agents, cloud-based frameworks).
• Align technology choices with clients’ preferred cloud platforms and infrastructure, ensuring compliance, cost efficiency, portability, and seamless integration with existing governance policies and services.
• Collaborate with business stakeholders to translate objectives into agentic AI requirements, defining agent capabilities, success metrics, and MVP scope for iterative delivery.
• Establish robust observability, testing, and operational standards for agentic AI solutions including telemetry, monitoring, automated regression tests, simulation environments, and production SLAs to ensure reliability.
• Lead and mentor GenAI/Agentic AI engineering teams through architecture reviews, code-level guidance, sprint planning, and quality assurance to ensure high-quality solution delivery.
• Evaluate, select, and implement agentic AI technology stacks encompassing vector databases (Pinecone, Weaviate, Azure AI Search), orchestration frameworks, observability tools (LangSmith, Langfuse, Arize AI), and AI-powered development tools, complemented by strong expertise in DevOps, LLMOps, containerized architectures, and CI/CD pipelines (Azure DevOps, GitHub Actions).

What You Must Have

• At least a Bachelor's & Master's Degree
• At least 8 years of experience
• Oral and written proficiency in English required

What Sets You Apart

• Over4years of experience in developing and scaling Generative AI projects from prototypes to enterprise production, managing throughput, latency, cost, and multi-region deployments.
• Proven expertise implementing AI interoperability protocols like MCP (Model Context Protocol) and A2A (Agent-to-Agent) at scale for seamless system integration.
• Skilled in using enterprise cloud AI platforms such as Azure AI Foundry, Amazon Bedrock, and Google Vertex AI to build and deploy production-grade agentic AI solutions.
• Advanced Python programming skills and hands-on experience with agentic AI frameworks including LangChain, LangGraph, CrewAI, and AutoGen for building robust generative AI applications.
• Deep understanding of advanced Retrieval Augmented Generation (RAG) architectures (Graph RAG, Vectorless RAG, Hybrid RAG) and traditional AI/ML fundamentals like model building, fine-tuning, and evaluation.
• Strong knowledge of LLM security risks—prompt injection, jailbreaking, data exfiltration, tool misuse—and experience designing defense-in-depth safeguards within agentic system architectures.
• Expertise in containerization and cloud-native orchestration (Kubernetes, Docker, serverless) and event-driven architectures for scalable deployment of agentic AI workloads; holds relevant AI or solution architecture certifications.

Travel Requirements

Not Specified