GCP Application Modernization Architect - Presales AI Cloud

Tata Consultancy Services; Hyderabad City Taluka; Remote; INR 2,000,000 - 3,200,000; Full time

Job summary

Tata Consultancy Services invites applications for a GCP Application Modernization Presales Architect to design and architect cloud-native solutions, transforming legacy VM-based apps into scalable architectures using GKE, Cloud Run, and Apigee. This role supports AI Cloud initiatives with a weekend virtual drive and remote PAN-India work scope.

You will lead solution design, landing zones, API strategy, CI/CD with LLMops, multi-agent orchestration, and governance through HITL checkpoints,

Qualifications

• Design cloud-native modernization solutions.
• Architect landing zones with GKE and Cloud Run.
• Design API layers using Apigee for AI agents to interact with legacy systems.
• Define CI/CD pipelines with LLMOps for agentic components.
• Design multi-agent architectures using LangGraph, CrewAI, Vertex AI Agent Builder.
• Implement Reasoning Engines with Function Calling.
• Build RAG pipelines with Vertex AI Search and Vector Search.
• Incorporate HITL governance checkpoints during critical transactions.

Responsibilities

• Solution Design: Architect Application Modernization solutions (GKE, Cloud Run) integrated with Agentic Workflows.
• Cloud-Native Transformation: Landings zones for modern apps using GKE and Cloud Run.
• Microservices & API Management: Design secure, scalable API layers using Apigee.
• DevSecOps & Platform Engineering: Define CI/CD pipelines with LLMOps for agentic components.
• Multi-Agent Orchestration: Architect collaboration using LangGraph, CrewAI, Vertex AI Agent Builder.
• Reasoning & Action (ReAct): Implement engines enabling state, plan, and actions via Function Calling.
• Grounding & RAG: Build retrieval-augmented generation pipelines using Vertex AI Search.
• Human-in-the-Loop (HITL): Governance checkpoints for human approval.

Skills

Solution architecture

Cloud-native design

CI/CD

LLMOps

Tools

Google Kubernetes Engine (GKE)

Cloud Run

Apigee

LangGraph

CrewAI

Vertex AI Agent Builder

Vertex AI Search

BigQuery

Spanner

Job description

Tata Consultancy Services invites applications for a GCP Application Modernization Presales Architect to design and architect cloud-native solutions, transforming legacy VM-based apps into scalable architectures using GKE, Cloud Run, and Apigee. This role supports AI Cloud initiatives with a weekend virtual drive and remote PAN-India work scope.

You will lead solution design, landing zones, API strategy, CI/CD with LLMops, multi-agent orchestration, and governance through HITL checkpoints,