FDE Hub
Career infrastructure for Forward Deployed Engineers — the people who take AI from demo to production inside real customer environments.
Where should you start?
Three paths depending on whether you need clarity, interview prep, or open roles.
What is a Forward Deployed Engineer?
FDE meaning, skills, and how the role differs from SWE or Solutions Engineer.
Voices from X
Curated practitioner posts: doctrine, product-loop tests, and title-inflation warnings.
FDE skills roadmap
Interactive curriculum map — adapted from Awesome FDE Roadmap with a 30/90-day plan.
Where are FDE roles hiring?
Curated apply links for labs, hyperscalers, platform, and defense seats.
Why are Forward Deployed Engineers in demand?
Enterprises can buy models; they still struggle to ship them into production under security, data, and workflow constraints. That last-mile gap is the FDE mandate — a pattern Palantir documented years before the agentic-AI hiring wave.
“You can think of a Dev’s focus as “one capability, many customers,” while a Delta’s focus is “one customer, many capabilities.””
Also worth reading CIO on forward-deployed engineering in the agentic AI era, Paraform’s FDSE role guide, and Anthropic on evaluating AI agents.
Start with our plain-language FDE explainer.
What are this week's field signals?
All signals2026-09-25 · OpenAI
OpenAI is posting Forward Deployed Engineer seats for Financial Services in NYCAfter Legal-track seats earlier in September, FinServ FDE language stresses auditability, control, and embedding with practitioners — regulated domain tracks are becoming a recurring hiring shape, not a one-off.
2026-09-25 · Anthropic
Anthropic is standing up a founding Forward Deployed Engineer seat in LondonPublic JDs still name MCP servers, sub-agents, and agent skills as delivery objects, with material customer travel — non-US hubs are now part of the lab FDE footprint, not just US core cities.
2026-09-25 · Latent Space
Cursor’s FDE practice framed as building an “AI software factory” across the SDLCLatent Space’s interview with Pauline Brunet is a durable field read: product-company FDE work is less about demo integration and more about changing how software gets built end-to-end inside customer orgs.