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Agentic AI Architect / Generative AI Architect
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Job Description
A major US multinational is expanding consulting practice out of Singapore. They are hiring a practitioner-architect to be the technical owner for all client AI deliveries.
What You'll Do
1. Lead Architecture for Client Builds Define the target architecture from problem framing to live production. Convert business use-cases into clear blueprints - components, data flow, model choices, integration approach, security and governance.
Create reusable reference architectures for both enterprise AI and agentic systems - multi-agent workflows, A2A and MCP tool layers, gateway patterns, RAG / knowledge systems, and enterprise integration. Set the standard for when agentic actually helps vs when it doesn't. 2.
Own Platform, Model & Risk Decisions Own the model/vendor strategy. Evaluate and compare frontier closed models and open-weight models on performance, cost, latency, context, residency, security and portability. Build evaluation criteria, selection guardrails and exit strategies so clients don't get locked in.
You own the build-vs-buy call. 3. Bake in Security, Controls & Governance Design with controls on day zero - injection safeguards, least-privilege agent identities, tool permissioning, sandboxing, human-in-the-loop, DLP, memory integrity, sovereignty, audit trails and evidence.
Make sure designs can pass muster with regulated clients, boards and regulators across APAC. 4. Set the Technical Bar for the Practice Define architecture principles, patterns, NFRs, and design review / assurance rituals. Review engineering work, mentor the team, and raise overall quality.
Partner with practice leadership to shape proposals - technical approach, delivery plan, risk stance - and build reusable assets, accelerators and methods.
What We're Looking For 6-10 years in solution / enterprise / data / cloud / AI architecture or consulting, with real experience shipping production AI / data / platform systems. Proven track record building production GenAI and agentic systems end-to-
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