CAREER
Understand the FDE profession.
Decode the role family, choose a technical segment, understand how companies deploy FDEs, prepare for interviews, and inspect current opportunities.
What is FDE?
The canonical definition and the three properties that matter.
→02Role boundaries
Distinguish FDE from solutions, applied AI, consulting, and deployment roles.
→03Eight segments
Understand the role through what is actually forward deployed.
→04Career progression
Grow system, customer, reuse, and organizational scope.
→05Companies
Study how organizations structure field engineering.
→06Interviews
Prepare for discovery, system design, debugging, and judgment.
→07Compensation
Read evidence carefully across location, level, and role variant.
→08Jobs
Inspect curated US-first sources without turning the Commons into a job board.
→CANONICAL DEFINITION
A Forward Deployed Engineer is an engineer who owns technical outcomes close to the customer, building and adapting production systems in real operating environments while turning deployment learnings into reusable product or engineering improvements.
ROLE FAMILY
Eight technical centers.
Frontier Model Deployment
Model capability02Agent / Application FDE
Agent or AI application03Enterprise Data / Platform FDE
Platform + data model04Inference / ML Systems FDE
Model serving infrastructure05Evaluation / Observability FDE
Measurement system06Vertical AI FDE
Domain workflow07Public Sector / Mission FDE
Mission system08Physical AI / Robotics FDE
Physical systemEVIDENCE, NOT CAREER THEATER
Titles are weak evidence.
The product boundary, code ownership, customer environment, success measure, travel expectations, and operating responsibility reveal the actual job. Company pages link primary sources and record verification dates.
8 operating models mapped