Senior GenAI Forward-Deployed Engineer (Data & AI)

Google; Singapore; On-site; SGD 180,000 - 300,000; Full time

Job summary

Google Singapore is hiring a Staff Forward Deployed Engineer (GenAI, Google Cloud, Data) to work with massive enterprise data lakes, warehouses and transactional systems in production, embedding with customer teams to deploy the AI and data stack at scale.

You will own end-to-end discovery, pipeline engineering, semantic data modeling, and evaluation harness setup for Text-to-SQL and related models, driving reliability and performance for customers.

Qualifications

• Bachelor's degree in Engineering, Computer Science, a related field, or equivalent practical experience.
• 8 years of experience with software development and data engineering with SQL, Python, Java, Scala, or Go.
• Experience with modern ETL/ELT frameworks (e.g., dbt, Dataform) and designing enterprise data modeling layers or data marts.

Responsibilities

• Serve as a developer for complex AI applications, transitioning from rapid prototypes to production-grade agentic workflows that drive measurable ROI.
• Co-build with customer engineering teams to instill Google-grade development best practices, ensuring long-term project success and high end-user adoption.
• Design and build high-throughput batch and streaming data pipelines and utilities to curate multi-terabyte evaluation datasets and execute offline/online evaluation generation jobs for model intelligence mining.
• Construct scalable ETL/ELT pipelines using Dataform, dbt, BigQuery, or Dataproc to design enterprise data marts and semantic modeling layers specifically engineered to maximize data quality, schema clarity, and accuracy for Text-to-SQL and natural language analytical interfaces.
• Create mechanisms for large-scale synthetic data generation that maintain strict referential integrity across complex relational schemas, leveraging advanced tools and custom generative utilities for privacy-safe model benchmarking and fine-tuning.

Skills

SQL

Python

Java/Scala/Go

Data engineering

Education

Bachelor's degree in Engineering/CS or related field

Tools

dbt

Dataform

BigQuery

Dataproc

Job description

Google Singapore is hiring a Staff Forward Deployed Engineer (GenAI, Google Cloud, Data) to work with massive enterprise data lakes, warehouses and transactional systems in production, embedding with customer teams to deploy the AI and data stack at scale.

You will own end-to-end discovery, pipeline engineering, semantic data modeling, and evaluation harness setup for Text-to-SQL and related models, driving reliability and performance for customers.