GenAI FDE — Production-Grade AI in Cloud

GOOGLE ASIA PACIFIC PTE. LTD.; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

Google Cloud is seeking a GenAI Forward Deployed Engineer (FDE) to embed with strategic customers, translating frontier AI into production-ready solutions. You will code, debug, and ship bespoke agentic workflows directly inside client environments.

This role demands high ownership, problem-solving at scale, and close collaboration with Google's AI products and customer engineering teams to improve deployment maturity and business impact.

Qualifications

• Bachelor's degree in Engineering, Computer Science, a related field, or equivalent practicality experience.
• 5 years of experience with software development using Python or a similar coding languages.
• Experience architecting AI systems on cloud platforms (e.g. Google Cloud Platform (GCP)).
• Experience building pipelines for structured and unstructured data using both vector databases and RAG-like architectures to power enterprise AI solutions.
• Experience taking production-grade AI-driven solutions from conception to launch for customers.

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 return on investment.
• 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.

Skills

Python programming

Cloud AI deployment

Data pipelines

Production AI deployment

Education

Bachelor's degree in Engineering, Computer Science, or related field

Master's degree or PhD in AI/CS

Tools

LangGraph

CrewAI

ADK

Job description

Google Cloud is seeking a GenAI Forward Deployed Engineer (FDE) to embed with strategic customers, translating frontier AI into production-ready solutions. You will code, debug, and ship bespoke agentic workflows directly inside client environments.

This role demands high ownership, problem-solving at scale, and close collaboration with Google's AI products and customer engineering teams to improve deployment maturity and business impact.