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 signals2026-11-09 · OpenAI
OpenAI added a Cyber track to Forward Deployed EngineeringCyber FDEs in NYC and SF embed with customer security teams — patching agents across huge repo fleets, detection on petabyte logs, access boundaries and human-review gates — then write reusable defender tools back into product. Domain tracks now include security buyers, not only Legal / FinServ / Healthcare / Life Sciences / AI Infra.
2026-11-09 · OpenAI
OpenAI is posting a Forward Deployed Engineering Manager for Financial ServicesNYC Manager seat owns regulated FinServ deployments end to end — banks, asset managers, insurers — and turns early embeds into repeatable solution patterns and eval practices. Lab FDE management is now domain-tracked, not only city-tracked (after last week’s NYC/Tokyo generalist Manager seats).
2026-11-09 · Anthropic
Anthropic is posting founding FDE Managers in Munich and ParisFirst FDE Manager in DACH and first in Southern Europe: hire and develop FDEs, set engagement bars, build playbooks that turn one-offs into patterns, travel 25–50%, and feed field insight to Product — beside the older London/NYC Manager seats. Lab FDE orgs are planting regional management layers, not only IC city seats.