GenAI Forward-Deployed Engineer, Cloud AI Production

Google Inc.; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

Google Cloud is seeking a Generative AI Forward Deployed Engineer to embed with partner teams, bridging frontier AI products and production‑grade reality. You will code, debug, and jointly ship bespoke agentic solutions directly with our partners in the customer environment.

You will address blockers to production, including data readiness and state‑management, transforming insights into Google Cloud’s roadmap and ensuring enterprise‑grade maturity.

Qualifications

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

Responsibilities

• Lead as team lead and developer within the strategic AI partner for complex AI applications, working with the partner’s own teams to transition from rapid prototypes to production-grade, replicable agentic workflows that drive measurable ROI.
• Build high-performance evaluation pipelines and observability frameworks to ensure partner developed agentic systems meet rigorous requirements for accuracy, safety, and latency.
• Identify repeatable partner and field patterns and friction points in Google’s AI stack, converting them into reusable modules or formal product feature requests for the Engineering teams.
• Co-build with a strategic AI partner’s forward deployed engineering teams to instill Google-grade development best practices.
• Help partners to build their own agentic delivery capabilities to set them up for long term success, focusing on the ROI at customer engagements ensuring customer activation.

Skills

Python programming

AI system architecture

Cloud platforms (GCP)

Vector databases

RAG architectures

Production deployment

Customer discovery

Education

Bachelor's degree in Engineering/CS or related

Master's degree in AI/CS (preferred)

PhD (preferred)

Tools

LangGraph

CrewAI

ADK

Job description

Google Cloud is seeking a Generative AI Forward Deployed Engineer to embed with partner teams, bridging frontier AI products and production‑grade reality. You will code, debug, and jointly ship bespoke agentic solutions directly with our partners in the customer environment.

You will address blockers to production, including data readiness and state‑management, transforming insights into Google Cloud’s roadmap and ensuring enterprise‑grade maturity.