GenAI Forward-Deployed Engineer, Cloud AI

Google Inc.; Singapore; On-site; SGD 180,000 - 280,000; Full time

Job summary

Google is seeking a Forward Deployed Engineer for GenAI in Google Cloud, based in Singapore. The role focuses on embedding with strategic customers to design, code, and ship bespoke agentic AI solutions within customer environments.

You will drive production-grade deployments, tackle integration challenges, and contribute to Google Cloud’s product roadmap with field insights. You will collaborate with cross-functional teams, including DeepMind engineering and Vertex AI, to deliver scalable AI

Qualifications

• Bachelor’s degree in Engineering, Computer Science, a related field, or equivalent practical experience.
• 5 years of experience with software development using Python or similar coding languages.
• Experience architecting AI systems on cloud platforms (e.g., 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 and leading technical discovery sessions with customers.

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's live infrastructure, including APIs, legacy data silos, and security perimeters.
• Build high-performance evaluation pipelines and observability frameworks to ensure agentic systems meet accuracy, safety, and latency requirements.
• Identify repeatable field patterns and friction points in Google’s AI stack, turning them into reusable modules or feature requests for Engineering teams.
• Co-build with customer engineering teams to instill Google-grade development practices and ensure long-term project success.

Skills

Python

Software development

Cloud architecture

Vector databases

RAG architectures

Multi-agent systems

LangGraph

CrewAI

ADK

Korean

English

LLM metrics

Education

Bachelor's degree in Engineering/CS or equivalent

Master’s degree or PhD in AI/CS (preferred)

Tools

GCP

Job description

Google is seeking a Forward Deployed Engineer for GenAI in Google Cloud, based in Singapore. The role focuses on embedding with strategic customers to design, code, and ship bespoke agentic AI solutions within customer environments.

You will drive production-grade deployments, tackle integration challenges, and contribute to Google Cloud’s product roadmap with field insights. You will collaborate with cross-functional teams, including DeepMind engineering and Vertex AI, to deliver scalable AI