Forward-Deployed GenAI Engineer, Production-Grade AI

Google; Warszawa; On-site; PLN 480,000 - 492,000; Full time

Job summary

Google Cloud is seeking a GenAI Forward Deployed Engineer to bridge frontier AI products and production-grade reality for customers. You will code, debug, and ship bespoke agentic solutions directly within the customer’s environment.

In this role, you will manage blockers to production, solve integration challenges, data readiness, and state-management issues to achieve enterprise-grade maturity. You will embed with accounts, delivering white-glove deployments and feeding field insights into

Qualifications

• Bachelor’s degree in Engineering, Computer Science, a related field, or equivalent practical experience.
• 8 years of experience building and shipping production-grade AI-driven solutions to external or internal customers using Python, TypeScript or comparable languages.
• Experience leading technical discovery sessions with business stakeholders and engineering teams to define AI and hardware infrastructure requirements.
• Experience designing and building AI systems on cloud platforms (e.g., Google Cloud Platform (GCP)).
• Experience building pipelines for structured, unstructured data, incorporating vector databases and Retrieval-Augmented Generation (RAG)-like architectures to power enterprise-grade AI solutions.

Responsibilities

• Serve as the lead developer for AI applications, transitioning from rapid prototypes to production-grade agentic workflows that drive measurable 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 requirements for accuracy, safety, and latency.
• Identify repeatable field patterns and technical friction points in Google's AI stack, converting them into reusable modules or product feature requests for engineering teams.
• Drive engineering excellence by mentoring talent, co-building with customer teams, and influencing cross-functional strategies.

Skills

Python

TypeScript

AI systems

Discovery sessions

Cloud platforms

Education

Bachelor's degree

Master's degree or PhD

Tools

LangGraph

CrewAI

ADK

Vector databases

Job description

Google Cloud is seeking a GenAI Forward Deployed Engineer to bridge frontier AI products and production-grade reality for customers. You will code, debug, and ship bespoke agentic solutions directly within the customer’s environment.

In this role, you will manage blockers to production, solve integration challenges, data readiness, and state-management issues to achieve enterprise-grade maturity. You will embed with accounts, delivering white-glove deployments and feeding field insights into