Forward deployed engineering, explained
What the role is, how it compares, how to hire one, and how the work gets done — written by the engineers who do it.
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What is a forward deployed engineer?
A forward deployed engineer (FDE) is a senior software engineer who works inside a customer’s own team and systems, and owns a real problem end to end — from understanding it, to shipping the fix in production, to keeping it running.
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Forward deployed engineer vs staff augmentation
Staff augmentation adds engineers who work on the tasks you define. A forward deployed engineer takes a problem and is accountable for the outcome — from understanding it to running the result in production.
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How to hire a forward deployed engineer
Decide the outcome first, then choose between hiring and engaging a firm. Interview for ownership, integration skill and clear writing, on your real problem — and give them production access in the first week.
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Getting an AI feature into production
Build the evaluation harness before the feature, measure the simplest baseline, change one thing at a time against the score, and design for the model being slow, wrong or down. The demo is the easy part.
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