Generative AI FDE — Production-Grade Cloud Solutions

google asia pacific pte. ltd.; Singapore; On-site; SGD 180,000 - 230,000; Full time

Job summary

Google Asia Pacific Pte. Ltd. is seeking a Generative AI Forward Deployed Engineer (FDE) to bridge frontier AI products with real-world customer environments.

You will move from prototypes to production-grade agentic workflows, shipping bespoke solutions within client ecosystems and solving integration, data readiness, and state-management challenges. In this role, you will provide white-glove deployment of complex AI systems while feeding field insights back into Google Cloud’s roadmap,

Qualifications

• Bachelor’s degree or equivalent practical experience in engineering or CS.
• Experience taking production-grade AI solutions from conception to launch for customers.
• Experience architecting AI systems on cloud platforms (GCP).

Responsibilities

• Serve as a developer for complex AI applications, transitioning from rapid prototypes to production-grade agentic workflows that drive ROI.
• Architect and code the connective tissue between Google’s AI products and customer live infrastructure, including APIs, data silos, and security perimeters.
• Build high-performance evaluation pipelines and observability frameworks to ensure accuracy, safety, and latency.
• Identify repeatable field patterns and transform them into reusable modules or product feature requests.
• Co-build with customer teams to ensure long-term success and translate technical concepts to Mandarin-speaking audiences.

Skills

Python programming

AI systems architecture

Cloud platforms (GCP)

Data pipelines

English communication

Education

Bachelor’s degree in Computer Science or related field

Master’s degree or PhD in AI/CS

Tools

LangGraph

CrewAI

ADK

Vector databases

RAG architectures

Job description

Google Asia Pacific Pte. Ltd. is seeking a Generative AI Forward Deployed Engineer (FDE) to bridge frontier AI products with real-world customer environments.

You will move from prototypes to production-grade agentic workflows, shipping bespoke solutions within client ecosystems and solving integration, data readiness, and state-management challenges. In this role, you will provide white-glove deployment of complex AI systems while feeding field insights back into Google Cloud’s roadmap,