Forward Deployed Architect Agentic AI / AWS Singapore (In office)
We are working with a frontier systems integrator building production-grade agentic AI systems for leading banks, insurers, telcos, and enterprise organisations across Asia Pacific.
Operating exclusively on AWS, they deliver mission-critical AI solutions across highly regulated environments.
Due to growth, they are hiring a Forward Deployed Architect to own the architecture, design, and delivery of enterprise-scale agentic AI systems embedded within client environments.
You will lead end-to-end solution design across multi-agent systems, orchestration frameworks, RAG pipelines, evaluation frameworks, and production governance-ensuring reliability, security, and business value at scale.
This is a hands-on architectural leadership role working directly with executive stakeholders, shaping AI strategy while delivering production systems in complex enterprise environments.
Responsibilities
Design and own enterprise agentic AI architectures on AWS
Build multi-agent orchestration, RAG systems, and tool integrations




Define evaluation frameworks, monitoring, and production governance
Integrate AI systems into enterprise platforms and legacy environments
Lead technical workshops with executive stakeholders (CTO/CDO/CIO)
Provide architectural leadership, design reviews, and delivery oversight
Experience
8 years software, cloud, or AI/ML architecture experience
3 years building production AI or agentic systems
Strong AWS experience (Bedrock, Lambda, API Gateway, SageMaker, etc.)
Experience with RAG, orchestration frameworks, and LLM systems
Robust enterprise architecture and system integration experience
Experience in regulated industries (BFSI / telecom preferred)
Strong stakeholder and executive communication skills
Location
Singapore (on-site) - must have full work rights (no sponsorship)
Applications are welcome from senior AI architects with strong AWS and production agentic AI experience.
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