Forward Deployed Engineer, GenAI
Core
Embedded builder bridging frontier AI products to production-grade reality within customer environments, solving integration and data readiness issues.
Role type
Senior IC Generative AI Forward Deployed Engineer
Builds
Production-grade agentic workflows, multi-agent systems, and bespoke AI solutions for enterprise customers
Domain
Cloud computing, Generative AI, Enterprise Software
Deliverable
production ML models | product features
Required skills
Python, cloud platform architecture (GCP), vector databases, RAG architectures, API design, observability frameworks, multi-agent system design
Preferred skills
LangGraph, CrewAI, ADK, ReAct patterns, self-reflection, hierarchical delegation, LLM native metrics optimization, state management tracing
Technologies
Python, GCP, Vertex AI, Gemini models, LangGraph, CrewAI, ADK, MCP
Responsibilities
Develop AI applications transitioning from prototypes to production agentic workflows; Architect and code integration between Google AI products and customer infrastructure; Build evaluation pipelines and observability frameworks for agentic systems; Identify field patterns to convert into reusable modules or product features; Co-build with customer engineering teams to instill development best practices
