AI Solution Architect – Agentic AI

About the role

We are seeking an AI Solution Architect specialized in agentic AI to design and govern multi‑agent workflow systems. You will ensure autonomous agents operate reliably, safely, and in line with client expectations.

Key responsibilities

• Design multi‑agent architectures, defining agent roles, coordination patterns, and handoff logic using frameworks such as LangGraph, AutoGen, and CrewAI.
• Own agentic workflow design, including task decomposition, tool‑calling, and memory/state management with knowledge‑graph integration.
• Define and implement guardrails, kill switches, and escalation paths for agent failures.
• Architect evaluation frameworks for agentic systems in partnership with AI Assurance/QA teams.
• Lead technical design reviews before solutions enter the build phase.
• Design fallback and human‑in‑the‑loop patterns for high‑stakes decisions.
• Mentor GenAI engineers on architecture patterns and review their designs.
• Present risk/benefit trade‑offs to technical and business stakeholders.
• Govern architecture standards across the practice and facilitate cross‑team reviews with Security, Governance, and Platform Engineering.

Required profile

• 10–15+ years of software/AI architecture experience, with at least 2 years focused on agentic or multi‑agent systems.
• Deep knowledge of agent orchestration frameworks and their failure modes (loops, deadlocks, drift).
• Proven ability to defend architectural decisions under adversarial technical challenge.
• Experience mentoring and leading technical teams.
• Accountability for production‑grade agentic systems.

Required skills

• LangGraph, AutoGen, CrewAI
• Microsoft Azure AI Foundry Agent Service
• AWS Bedrock Agents / Strands Agents
• Google Vertex AI Agent Builder
• Distributed systems, state machines, event‑driven architecture
• Memory architectures (vector‑based and graph‑based)
• Agent evaluation methodologies and benchmarking
• Guardrail and governance tooling for agentic systems
• Writing ADRs and clear architecture documentation