GenAI Forward-Deployed Engineer for Enterprise AI

Google Inc.; Singapore; On-site; SGD 150,000 - 210,000; Full time

Job summary

Google Cloud is seeking a Generative AI Forward Deployed Engineer to bridge frontier AI products with customer environments. You will prototype, code, debug, and ship bespoke agentic solutions directly within client ecosystems, addressing data readiness, integration, and state management to reach enterprise-grade maturity.

You will serve as a white-glove deployment expert, turning field insights into Google Cloud product feedback, and collaborating with customer engineering teams to ensure

Qualifications

• Bachelor's degree in Engineering, Computer Science, a related field, or equivalent practical experience.
• 1 year of experience with software development using Python or a related coding language.
• Experience architecting AI systems on cloud platforms (e.g., Google Cloud Platform).
• Experience building pipelines for structured and unstructured data using both vector databases and Retrieval-Augmented Generation (RAG)-like architectures to power enterprise AI solutions.
• Experience taking production-grade AI solutions from conception to launch for customers.
• Ability to communicate in Mandarin and English fluently in order to support the clients in this region.

Responsibilities

• Serve as a developer for complex AI applications, transitioning from rapid prototypes to production-grade agentic workflows (e.g., multi-agent systems, MCP servers) that drive measurable ROI.
• Architect and code the connective tissue between Google’s AI products and customer's live infrastructure, including APIs, legacy data silos, and security perimeters as part of an expert team.
• Build high-performance evaluation pipelines and observability frameworks to ensure agentic systems meet rigorous requirements for accuracy, safety, and latency.
• Identify repeatable field patterns and friction points in Google’s AI stack, converting them into reusable modules or formal product feature requests for engineering teams. Be able to co-build with customer engineering teams to instill Google-grade development best practices, ensuring long‑term project success and high end‑user adoption.
• Translate technical concepts to non-technical executives and Mandarin‑speaking audiences.

Skills

Mandarin

English

Communication

Education

Bachelor's degree in Engineering/CS

Tools

Python

GCP

LangGraph

CrewAI

ADK

RAG

Job description

Google Cloud is seeking a Generative AI Forward Deployed Engineer to bridge frontier AI products with customer environments. You will prototype, code, debug, and ship bespoke agentic solutions directly within client ecosystems, addressing data readiness, integration, and state management to reach enterprise-grade maturity.

You will serve as a white-glove deployment expert, turning field insights into Google Cloud product feedback, and collaborating with customer engineering teams to ensure