The rise of Forward Deployed Engineering

Become ready for Forward Deployed Engineering.

Already build software? Practice the customer, product and technical decisions FDEs make in the field.

An aircraft wing above a calm blue horizon at dusk
FDE job-posting growth
729%1
FDE job-posting growth · Year over year, April 2026
FDE job postings
5,3301
FDE job postings · April 2026
+ equity
$185K–$300K2
+ equity · Current OpenAI SF FDE base salary range

1 Indeed data reported by Business Insider, May 2026 · 2 OpenAI — Forward Deployed Engineer (FDE), San Francisco

Don’t just study FDE. Practice being one.

Decision 1 of 25 · The customer asked for an AI agent

  1. 1

    Situation

    About 4,000 coding tasks a month get stuck at Falcon Labs. Falcon wants an AI agent, with a prototype in two weeks. Nobody knows where the time goes.

  2. 2

    Your call

    What would you check first?

    • Where each task spends the most time
    • Which steps developers repeat
    • Which decisions need a person
    • What result Falcon wants
  3. 3

    Mentor challenge

    How would you check whether an AI agent would help Falcon’s developers finish tasks sooner?

    Your reply…
  4. 4

    Decide again

    New facts arrive about where the time goes.

    What would you do first now?

    Change your mind, or keep your first choice.

FDE goes beyond writing code.

Customer judgment

Understand the real problem.

Product judgment

Decide what is worth building.

Technical judgment

Build something that works in reality.

You build that judgment across eight capabilities, in order.

The FDE Practice Path · 8 stages

  1. 01 Understand the problem

  2. 02 Choose what to build

  3. 03 Prototype

  4. 04 Navigate customer trade-offs

  5. 05 Deploy

  6. 06 Operate

  7. 07 Drive adoption

  8. 08 Influence product

Found an FDE role you want? Practice specifically for it.

01 · Paste the job posting

Forward Deployed Engineer

You’ll work directly with enterprise customers to understand their workflows, scope and ship production deployments, and make trade-offs with senior stakeholders. You’ll drive adoption after launch and feed what you learn back to product.

Example posting

02 · Capabilities this role demands

  • Field discovery & problem framing
  • Customer influence & trade-offs
  • Deployment judgment
  • Adoption & value realization

03 · Tailored practice

Three realistic practice scenarios built from the role’s demands.

Scenario 1 of 3 · Customer influence

The launch date was promised before scope was agreed

The customer’s VP wants three more workflows in the first release. Your team has capacity for one…

Illustrative scenario

Build your FDE Profile as you practise.

Each decision adds evidence of how you reason across the capabilities FDE work requires — so your mentor can show you where to focus next.

  • Field discovery & problem framingDeveloping evidence
  • Product & scope judgmentMixed evidence
  • Prototype & AI judgmentDeveloping evidence
  • + 5 more areas

Suggested next

A practice situation on customer influence & trade-offs

Example Profile · evidence labels, never scores

From strong engineer to trusted FDE.

The next level means being trusted with more: the customer relationship, what the product becomes, the technical calls, and what happens once it runs in production.