Forward Deployed Engineer (Generative AI)
Core
Drive on-site deployment, integration, and scaling of enterprise Generative AI solutions, embedding within customer engineering teams to operationalize LLMs and retrieval systems.
Role type
Senior IC Forward Deployment Engineer (Generative AI)
Builds
Production-grade agentic workflows, multi-agent systems, and real-time inference pipelines for Fortune 500 clients.
Domain
Generative AI, Cloud Infrastructure, Enterprise Data Engineering
Deliverable
production ML models
Required skills
Vertex AI (Model Garden, Pipelines, Agent Builder, ADK), Python for ML engineering, SQL (BigQuery), Cloud Infrastructure (GCP, AWS, Azure), Vector Engines (BigQuery, AlloyDB), Streaming Data Pipelines (Dataflow), MCP (Model Context Protocol)
Preferred skills
Agentic architectures, Stateful real-time processing, Model evaluation
Technologies
Vertex AI, BigQuery, Spanner, Dataflow, RunInference API, AlloyDB, MCP Toolbox
Responsibilities
Develop intelligent agents to automate complex business workflows; Build and optimize streaming data pipelines for real-time inference; Ground AI models in live business context using vector engines; Bridge the gap between AI research and production-grade cloud infrastructure.
Seniority
Senior, hands-on IC
