Staging environment

Become a Forward Deployed Engineer by O'Reilly Author

Part of The Full Stack Career

Hosted by Paden Gayle

942 students

In this video

What you'll learn

What FDEs actually do all day

Real sanitized stories from live enterprise engagements at Notion & Accenture, and how the role differs from SWE and SA

What FDE hiring loops screen for

The five things interviewers actually score, why strong engineers get passed over, and which round has a 40% pass rate.

Reposition your resume for AI roles

Live before/after resume bullet rewrites using a simple formula you can apply to your own resume that night.

Whether this role is right for you

Who thrives in FDE work and who burns out in six months. The honest version, not the recruiting-page version.

Why this topic matters

FDE postings went from 643 to over 5,300 in a year. The role moved faster than the prep did The case round has the lowest pass rate in the loop, roughly 40%, and at OpenAI case studies and business judgment are about half the evaluation. Almost nothing candidates study touches it The problem is not information. It is that there is nowhere to watch someone good do it. So I will do it live, cold, and you can judge whether the reflex is learnable

You'll learn from

Paden Gayle

Founding FDE @ Notion | O'Reilly Author | Ex-Google, Bloomberg SWE

I'm a founding Forward Deployed Engineer at Notion, where I built the technical delivery model our team uses to run high-stakes enterprise migrations. I'm also writing The Forward Deployed Engineer's Handbook for O'Reilly, the first definitive guide to the role.

Before Notion I was a Software Engineer at Google and Bloomberg, building certificate authority infrastructure and large-scale data platforms. I've also coached 600+ engineers through career transitions into top companies.

I teach this because I'm doing the job right now, not summarizing it from articles. Everything in my workshops comes from live engagements: real scoping decisions, real security reviews, real stakeholder fights. If you want to break into Applied AI, learn it from the trenches.

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Become a Forward Deployed Engineer: The Future-Proof Path for Software Engineers
Paden Gayle
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