Cognition¶
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AI-native products · International · Loop reviewed 2026-09-29
A preparation guide describes a forward deployed engineer loop without a coding or system design round: a hands-on exercise inside Devin, a project presentation and a timed call with a simulated customer. No first-hand account was found.
On this page: Interview loop · Questions (2)
Roles covered¶
- AI Engineering: Forward deployed engineer (FDE)
Interview loop¶
| Stage | What happens | Basis |
|---|---|---|
| Exercise inside Devin Forward deployed engineer (FDE) |
A hands-on exercise with minimal coding that tests whether the candidate understands how customers use the product. | † prep guide or compilation Cognition Forward Deployed Engineer Interview Guide, Aced (formerly Exponent), retrieved 2026-09-29 |
| Project presentation Forward deployed engineer (FDE) |
About 45 minutes on a past technical project, opening with its impact. | † prep guide or compilation Cognition Forward Deployed Engineer Interview Guide, Aced (formerly Exponent), retrieved 2026-09-29 |
| Customer case call Forward deployed engineer (FDE) |
A timed, simulated call with a fictional customer, in place of coding and system design rounds. | † prep guide or compilation Cognition Forward Deployed Engineer Interview Guide, Aced (formerly Exponent), retrieved 2026-09-29 |
Coding: unknown. The guide reports no traditional coding round for this role; a guide cannot establish the requirement.
Questions reported for Cognition¶
Applied and customer scenarios¶
- Instead of a coding round, build a proof of concept for a customer scenario inside the company's own agent product and show how the customer would use it.
- Applied scenario · Asked at: Cognition †
- Tests: Whether you understand how customers actually use the product, not only how to write code.
- A strong answer covers:
- Ask who the customer's user is and which task in their day the product takes over.
- Build with the product's own features as a customer would, not custom code that bypasses them.
- Demo the flow end to end on realistic input, including a failure and how the user recovers.
- Read: How the alpha phase works (Government Digital Service)
- Lead a timed case-study call with a simulated customer: uncover the real problem, propose an approach and agree on next steps.
- Applied scenario · Asked at: Cognition †
- Tests: Whether you run a customer conversation under time pressure and leave with a concrete plan.
- A strong answer covers:
- Open with questions on the outcome they need, the current workflow and who decides.
- Propose the smallest approach that tests their biggest risk, and say what you would not do.
- Close on dated next steps, owners, success criteria and the data they will send.
- Read: User Needs + Defining Success (Google PAIR) · How to recruit UX Research participants (GitLab Handbook)
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