Resume Example · Technology & Engineering

Free Forward Deployed Engineer Resume Example

A forward deployed engineer resume has to show you can take a customer problem from discovery to production and then get people using what you built. For each engagement, name the workflow you scoped, the system you shipped, how you tested it, and what changed for its users. Internal feature work alone reads as a software engineer resume.

Based on 3 job postings (OpenAI, Anthropic, Palantir), as seen Sep 2026.

OpenAI · Forward Deployed Engineer (FDE) - SF · San Francisco
Anthropic · Forward Deployed Engineer · London, UK
Palantir · Forward Deployed AI Engineer · London, UK

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Sam Okafor

Forward Deployed Engineer

[email protected] · +44 20 7946 0321 · London, UK

Professional Summary

Forward deployed engineer with 7 years in software engineering, the last 3 embedded with customer teams. Took two LLM applications from discovery to production: a claims-triage agent for an insurer and a document-review workflow for a logistics operator. Works in Python and TypeScript, writes evals against customer acceptance criteria, and turns repeated field requests into product features.

Work Experience

Forward Deployed Engineer

Northgate Labs

Mar 2023 - Present

Ran discovery with a regional insurer's claims, IT and compliance leads, scoped a claims-triage agent, and got the architecture signed off in 3 weeks
Built the agent in Python and TypeScript on the insurer's claims system and shipped it to production for 180 claims handlers after an 11-week pilot
Wrote an eval suite of 600 anonymised historical claims mapped to the insurer's acceptance criteria, run on every prompt change before release
Added monitoring, a rollback path and a support runbook, then handed day-to-day ownership to the insurer's platform team
Delivered a second deployment, a document-review workflow for a logistics operator's customs team, now live at 4 sites; ran weekly feedback sessions with its users through rollout
Turned a customer-specific document parser into a reusable product component that later deployments now start from

Software Engineer

Ledgerline

Jul 2019 - Feb 2023

Built full-stack features in TypeScript and Python for an internal finance-operations platform used by 250 staff
Owned the invoice-matching service from system design through to on-call
Sat in on user research with the operations team and rebuilt the exceptions queue around the problems they raised
Mentored 2 graduate engineers through code review and pairing

Education

BSc Computer Science

University of Leeds

2019

Skills

Python · TypeScript · LLM Applications · Agents · Prompt Engineering · Evals · Full-Stack Development · System Design · Production Deployment · Customer Discovery · Scoping · Stakeholder Management

Step by Step

How to Write a Forward Deployed Engineer Resume

01
Write each engagement as one story: the customer problem, what you scoped in discovery, what you built, and whether it reached production. The postings behind this page describe that whole arc, so a resume that only covers the build leaves most of the job out.
02
Say plainly whether each system reached production. A demo, a pilot and a production rollout are different claims, and an interviewer will ask which one yours was.
03
Name the people you worked with by role rather than by company, such as "claims operations lead" or "customer IT team". That shows the stakeholder work without giving away who the client was.
04
Put each language next to the work you did in it. Every posting sampled here names Python, and some accept TypeScript, Java or C++ as alternatives, so list what you actually shipped in rather than everything you've touched.
05
If you built evals, say what they measured against: the customer's acceptance criteria, a held-out set of real cases, or a cost or latency limit.
06
Show seniority through scope, not years. Junior bullets deliver a scoped task. Senior ones define the engagement, make the architecture calls, settle disagreements between customer leads, and turn repeated field requests into product features.

By Experience Level

Forward Deployed Engineer Resume Summary Examples

Entry-Level

Software engineer moving into forward deployed work, with [number] years building full-stack features in Python and TypeScript. Joined customer calls for [product], scoped [feature] from what users reported, and shipped it to production. Ready to own a customer deployment end to end.

Mid-Career

Forward deployed engineer with [number] years in software engineering and [number] customer deployments shipped to production. Runs discovery with customer stakeholders, builds LLM applications in Python, and writes evals against the customer's acceptance criteria before anything goes live.

Senior

Senior forward deployed engineer who defines engagements as well as delivering them. Has led [number] deployments from first customer meeting to production, made the architecture trade-offs, and turned repeated field requests into [number] reusable product capabilities used in later deployments.

Before & After

Forward Deployed Engineer Bullet Point Rewrites

Built a demo of an AI assistant for a customer

Took a customer's [workflow] assistant from demo to production for [number] users in [timeframe], adding evals, monitoring and a rollback path before launch

Why it works: A demo and a production system are different claims. This one says it reached production and names what made it safe to ship.

Worked closely with customers to understand their needs

Ran discovery with [customer]'s operations and IT leads, narrowed [number] requested features to one [workflow], and got the architecture signed off in [timeframe]

Why it works: Anyone can say they worked with customers. This shows a decision you drove and what came of it, which is where the interview will go.

Supported the rollout to end users

Led rollout of [system] to [number] users across [number] teams, ran weekly feedback sessions, and raised completed workflows from [baseline] to [result] over [period]

Why it works: Adoption is part of the job. The rewrite names who used the system and how you measured whether they kept using it.

Passed customer feedback to the product team

Turned a request repeated across [number] deployments into a reusable [product capability], cutting setup time for later deployments from [X] to [Y]

Why it works: Field work that becomes product is something one of the sampled postings asks for by name, and the rewrite puts a number on it.

What to Highlight

Skills for a Forward Deployed Engineer Resume

Hard Skills

Python · TypeScript, Java or C++ (whichever you shipped in) · LLM Applications & Agents · Evals · Full-Stack Development · System Design · Production Deployment & Rollout

Soft Skills

Customer Discovery · Scoping Ambiguous Problems · Stakeholder Management · Bringing Field Learnings Back to the Product

ATS Keywords

Python · TypeScript · Java · C++ · LLM Applications · Generative AI · Prompt Engineering · Agents · Evals · Full-Stack Development · System Design · Customer Discovery · Scoping · Production Deployment · Stakeholder Management

Posting Evidence

What Forward Deployed Engineer Job Postings Ask For

Employer	Posting	What it asks for
OpenAI	Forward Deployed Engineer (FDE) - SFSan Francisco	Take customer problems through discovery, scoping, system design and build to a production rollout, with evals along the way.
Anthropic	Forward Deployed EngineerLondon, UK	Build production Claude applications inside customer systems, starting from discovery with the customer's team.
Palantir	Forward Deployed AI EngineerLondon, UK	Shape a customer's generative AI strategy, get LLM workflows into production, and feed what you learn in the field back into the product.

Python 3/3 · Production deployment 3/3 · Customer discovery 2/3 · Stakeholder management 2/3 · Evals 2/3 · LLM applications 2/3 · TypeScript 2/3 · Java 2/3 · Scoping 1/3 · System design 1/3 · Full-stack 1/3 · Prompt engineering 1/3 · Agents 1/3 · C++ 1/3 · Product feedback 1/3

Snapshot of real postings as seen Sep 2026. Postings close; the skills they asked for are what this page is built on.

Common Forward Deployed Engineer Resume Mistakes

A consulting resume with no shipped code

Every engagement needs a line on what you built and shipped. Without it, the resume reads as a pre-sales or advisory role.

A coding resume with no customer context

Say who the system was for and how you found out what they needed. Otherwise it looks like internal feature work.

Calling a demo a production deployment

Use "demo", "pilot" and "production" precisely. Expect to be asked how many people used it and who ran it after you left.

Claiming the account's revenue as your own

Describe your technical contribution, such as unblocking the deployment or reaching [number] active users, not the contract value the sales team booked.

Naming confidential client details

Describe the customer by sector and size ("a regional insurer") and leave out names, data and internal systems you aren't cleared to share.

Assuming every FDE role uses the same stack

The postings differ. One is built around a single vendor's models, another lists several languages as alternatives. Match your resume to the languages and tools in each posting you apply to.

Bullet Bank

Forward Deployed Engineer Bullet Point Bank

Click any bullet point to copy it to your clipboard. Use these achievement-focused statements as inspiration for your own resume.

Translated [customer workflow] into [deployed system], changing [end-to-end processing time] from [baseline] to [measured result] over [period]

Owned [discovery-to-rollout engagement] across [stakeholder groups], reaching [production milestones] within [elapsed time]

Connected [system] to [customer data systems/APIs] using [stack], reducing [manual handoffs or failure rate] from [baseline] to [result]

Resolved [identity, networking or data-access blocker], enabling [customer deployment] for [number] approved users

Hardened [pilot] with [monitoring, rollback and support handover], achieving [SLO or incident measure] over [observation window]

Tips for Using These Bullet Points

Customize the numbers - Replace percentages and metrics with your actual achievements
Adapt to your experience - Modify the scope and scale to match your role
Match job descriptions - Use keywords from the job posting you are applying to
Quantify results - Always include numbers, percentages, or time frames when possible

Frequently Asked Questions

How is a forward deployed engineer resume different from a software engineer or solutions engineer resume?

A software engineer resume can focus on internal feature delivery. A forward deployed engineer resume also needs customer discovery, stakeholder decisions and adoption. A solutions engineer (pre-sales) resume centres on demos and winning the deal, while an FDE resume has to show what you built and got into production. If a bullet would fit either of those roles unchanged, add the customer context or the production result.

Can I get an FDE job without corporate client-facing experience?

You can make a credible case without it, as long as you show the same work another way. Internal users count as customers: a platform team serving other engineers, a tool built with an operations team, or open-source work where you took requests from users. Write those up as discovery, build and rollout, and say who the users were.

How do I show problem structuring and business translation on a student resume?

Use projects that started from someone else's problem rather than a spec, such as a student society, a local business or a research group. Write down what they asked for, what you decided to build and why, and whether they used it. That's the same discovery-to-adoption shape the role asks for, just smaller.

Should I include customer deployments or side projects on my FDE resume?

Lead with customer deployments that reached production, because that's the core of the role. Side projects help when other people actually use them, or when they show a skill your paid work doesn't, such as building an agent or writing evals. Put them in a short projects section below your experience.

How do I describe confidential client work on my resume?

Describe the client by sector and size, such as "a regional insurer" or "a logistics operator with four sites", and leave out the name. Keep the parts that are yours to share: the problem type, the system you built, the stack, and the scope. If you're unsure what your contract allows, ask your employer before you publish anything.

What metrics should a forward deployed engineer put on a resume?

Useful ones include production users, time from discovery to production, completed workflows, eval results against the customer's criteria, and setup time saved by reusable components. If a result wasn't measured, don't guess. Describe the scope you can verify instead: how many users, teams or sites, and what you owned.

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