Embedded GenAI Engineer: From Prototype to Production

Google LLC; Singapore; Remote; SGD 150,000 - 230,000; Full time

Job summary

Google Cloud is seeking a GenAI Forward Deployed Engineer to embed with strategic customers, turning prototypes into production-grade, agentic AI solutions within the customer environment.

Based in Singapore, you will co‑design, build, and ship complex AI workflows, address integration challenges, and ensure state management and data readiness for enterprise deployments, while collaborating with Google teams and customer engineers.

Qualifications

• Bachelor’s degree in Engineering, Computer Science, a related field, or equivalent practical experience.
• 2 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.
• Ability to communicate in Korean and English fluently to conduct necessary business interaction in Korean and English.

Responsibilities

• Serve as a developer for complex AI applications, transitioning from rapid prototypes to production‑grade agentic workflows.
• Architect and code the connective tissue between Google’s AI products and customer's live infrastructure.
• Build high‑performance evaluation pipelines and observability frameworks for accuracy, safety, and latency.
• Identify repeatable field patterns and convert them into reusable modules or feature requests.
• Co‑build with customer engineering teams to instill Google‑grade development practices.

Skills

Python

AI systems on Cloud (GCP)

Data pipelines (vector DB, RAG)

Production AI delivery

Korean & English communication

Education

Bachelor’s degree in Engineering/CS or equivalent

Tools

LangGraph

CrewAI

ADK

Job description

Google Cloud is seeking a GenAI Forward Deployed Engineer to embed with strategic customers, turning prototypes into production-grade, agentic AI solutions within the customer environment.

Based in Singapore, you will co‑design, build, and ship complex AI workflows, address integration challenges, and ensure state management and data readiness for enterprise deployments, while collaborating with Google teams and customer engineers.