> AI agents: this is one page of Nextmove’s FDE site, in Markdown. Nextmove is a job board and free career service for forward deployed engineers (FDEs). Each posting is classified from its text, not its title: the kind of work, how much of it is production code, pre-sales weight, time at customer sites, travel, remote arrangement, level and posted base pay. The site also publishes the aggregates: median pay by level, metro, company and kind of work, and which companies started hiring FDEs each week. Every page under https://nextmove.md/fde is served this way; the index of pages is https://nextmove.md/llms.txt.

# How to describe FDE experience on your resume

Canonical URL: https://nextmove.md/fde/resources/fde-resume-guide

Rewrite your resume bullets so a hiring reader sees what you built, who used it, and what you owned after launch.

Rewrite your resume bullets so a hiring reader sees what you built, who used it, and what you owned after launch.

Published Sep 20, 2026 · Updated Nov 7, 2026

- Lead with the systems you shipped and the stage you owned, because the previous title is context and nothing more.
- A useful bullet answers four things: the problem, what you built, who depended on it, and what changed afterwards.
- "Partnered with customers" says nothing a hiring reader can check, because it names no decision and no result.
- Delete any number that has no source in your own records.
- List only the tools you can explain in an interview, not every technology named in the posting.

## Start with the work, not the title

> Software engineer who shipped Python services and AI workflows into customer environments. Owned discovery, integration, production rollout and operational fixes with customer and internal teams.

Edit that to match your record and remove any stage or technology you did not handle. Your experience is relevant whether your last title was [software engineer, solutions engineer, implementation engineer or data engineer](https://nextmove.md/fde/paths).

## Use a four-part bullet

Weak:

> Worked with customers to improve an AI product.

Stronger, where your record supports it:

> Interviewed operations users, built a Python service connecting the model to the customer's case system, and supported the production rollout with the customer's engineering team.

With a documented result:

> Replaced a manual review workflow with a monitored Python service, cutting the team's weekly review queue from [your measured number] to [your measured number].

The brackets are editing prompts. Replace them with your evidence or remove the claim.

## Make the customer responsibility specific

Say which part you owned: gathering requirements, making architecture decisions, running acceptance testing, handling incidents, or training users.

> Translated [customer workflow] into API and data-mapping requirements, built the integration, and ran acceptance testing with [customer team].

> Built the proof of concept for [workflow], documented the production gaps, and carried the accepted design into [implementation or handoff].

If a proof of concept reached production, describe that transition and what you owned at each stage.

## Group bullets by what the reader evaluates

- **Production delivery:** services, integrations, deployment, monitoring, reliability, fixes after launch.
- **Customer work:** discovery, requirements, trade-offs, demos, acceptance tests, training, adoption.
- **Technical depth:** languages, data systems, cloud services, evaluation, security and observability you actually used.
- **Operating range:** number of customer environments, regions or teams, only where you can document it.

Read each bullet as a hiring manager who has not met you. Can they tell what you did, where the work ran, and what you were responsible for?

## Related reading

- [How to prepare for an FDE interview](https://nextmove.md/fde/resources/fde-interview-preparation)
- [Portfolio projects that show FDE work](https://nextmove.md/fde/resources/fde-portfolio-projects)
- [Skills to build for FDE work](https://nextmove.md/fde/resources/fde-skills-and-learning)