Forward Deployed Engineer Job Description: What 25 Real Postings Include
Quick answer: A forward deployed engineer job description centers on building software for specific customers. 13 of the 14 postings whose duties we could read on November 8, 2026 said so. Across all 25 postings, none asked for a certification, 17 named Python, 19 named LLM or AI agent skills, and all 25 were customer-facing. The median posted pay range midpoint was $215,000.
Searches for "forward deployed engineer job description" rose about tenfold in the past year (Google Keyword Planner, US), and many companies writing their first FDE posting are starting from someone else's. This guide counts what real postings actually include, so you can write one, or read one, with evidence instead of guesswork.
It's built on 25 live US forward deployed engineer postings collected on October 19, 2026 from 19 companies, including Anthropic, OpenAI, Palantir, Scale AI, Glean, Vercel and Modal. On November 8 we re-opened every posting to code its responsibilities section.
This guide covers:
- The responsibilities FDE postings list, counted
- The skills and requirements they ask for
- Pay, travel and clearance
- A job description template built from the counts
- How to read an FDE posting if you're applying
What a forward deployed engineer does
A forward deployed engineer is a software engineer who works directly with a company's customers to make its product work in their environment. Where most engineers build one product for everyone, an FDE builds for a specific customer: custom integrations, applications and deployments, often on site. What they learn in the field then shapes the core product.
Responsibilities: what 14 postings list
Of the 25 postings, 14 had a responsibilities section we could read on November 8, 2026. Two had closed. Nine more wouldn't load for our tools, mostly on Ashby job boards, so we left them out rather than guess.
| Responsibility | Postings (of 14) |
|---|---|
| Build custom software, integrations or prototypes for specific customers | 13 |
| Feed field learnings back to product or engineering | 11 |
| Discover requirements and scope problems with customers | 9 |
| Deploy, configure or integrate the product in the customer's environment | 8 |
| Lead projects or deployments end to end | 8 |
| Work embedded or on site with customer teams | 7 |
| Turn customer work into reusable tools, frameworks or playbooks | 7 |
| Own solutions in production (reliability, debugging, on-call) | 6 |
| Work with customer executives or leadership | 5 |
| Build with LLMs, RAG, agents or evaluations | 4 |
| Train or enable customer teams | 3 |
| Support sales with demos, proofs of concept or pilots | 2 |
Three patterns stand out.
It's an engineering job first. Building for customers (13 of 14) is near-universal. Presales work like demos and proofs of concept (2 of 14) is rare, which is the clearest line between an FDE and a solutions engineer.
The product feedback loop is part of the job. 11 of 14 postings expect the FDE to bring what they learn back to product and engineering. Seven go further and expect reusable tools or playbooks built from customer work. Anthropic's posting asks FDEs to "identify and codify repeatable deployment patterns."
LLM work shows up more in requirements than in duties. Only 4 of 14 responsibilities sections named LLM, RAG or agent work, but 19 of 25 postings named those skills somewhere. Many companies list AI skills as a requirement while describing the duties in general terms.
Requirements: what 25 postings ask for
| Requirement | Postings (of 25) |
|---|---|
| Customer-facing work | 25 |
| LLM, agent, RAG or evaluation terms | 19 |
| Python (2 of them as nice to have) | 17 |
| TypeScript or JavaScript | 16 |
| AWS, Azure or GCP named | 4 |
| Any certification | 0 |
| Degree required with no alternative | 2 |
| Degree not mentioned | 16 |
Experience: 21 postings stated years, with a median of 4 and a range of 1 to 6.
The absence of certifications is consistent: not one of 25 postings asked for one. We looked at this in detail in Is there a forward deployed engineer certification?
Pay, travel and clearance
Pay: 20 of 25 postings published a range. They ran from $123,250 to $330,000, with a median range midpoint of $215,000. Several also listed equity. Postings mix base and total ranges, so treat the median as a rough guide.
Travel: 11 postings stated a travel percentage. Nine capped it at 50% or less. Two Legion Intelligence postings required 80 to 100% on site with the customer. Others stated travel in other terms, such as Vercel's "3-4 days every other month".
Clearance: 3 postings required a security clearance (TS or TS/SCI), and 2 more listed one as preferred. All were defense or government roles.
Forward deployed engineer job description template
This template follows what the postings above have in common. Replace the bracketed parts, and cut anything that doesn't match the real job: an inaccurate posting attracts the wrong candidates.
Forward Deployed Engineer
[Location or remote], [travel: e.g. up to 25 to 50% to customer sites]About the role
You'll work directly with [Company]'s customers to make [product] work in their environment. You'll scope problems with their teams, build the software that solves them, and take what you learn back to our product and engineering teams.What you'll do
- Work with customer teams to understand their problems, systems and goals
- Build custom integrations, applications and prototypes on top of [product]
- Deploy and configure [product] in customer environments and take solutions to production
- Lead customer deployments end to end, from scoping to launch
- Turn what works for one customer into reusable tools and patterns
- Share field insights with product and engineering to shape the roadmap
- [If true: Build with LLMs, including retrieval, agents and evaluations]
What we're looking for
- [X]+ years of software engineering experience
- Strong [Python and/or TypeScript]
- Comfort working directly with customers, from engineers to [executives]
- [If true: Experience building LLM applications]
- [If true: Experience with AWS, Azure or GCP]
- [If true: Active TS/SCI clearance]
Compensation
$[range] [base or total], plus [equity, bonus]Travel
[Percentage or pattern, e.g. "up to 25% to customer sites"]
What the data says to include and leave out:
- State the pay. 20 of 25 postings did, and the median midpoint was $215,000.
- State the travel. It's the biggest lifestyle factor in the job, yet only 11 of 25 postings gave a percentage.
- Don't ask for a certification. None of the 25 postings did, and no standard FDE certification exists.
- Skip the degree unless you mean it. 16 of 25 postings didn't mention one, and only 2 required one with no alternative.
- Be specific about the customer work. The strongest postings say what the FDE will build and for whom, not just "work with customers."
How an FDE posting differs from a solutions engineer posting
Both roles are customer-facing and technical, but they sit at different points in the customer relationship.
| Forward deployed engineer | Solutions engineer | |
|---|---|---|
| Main job | Build and deploy software for a customer | Win the technical decision before the sale |
| Presales work | Rare: demos or POCs in 2 of 14 FDE postings with readable duties | Core: demos in 18 of 20 SE postings |
| Coding | Central: Python named in 17 of 25 | Lighter: scripting or coding mentioned in 8 of 20 |
| Posted pay | Median range midpoint $215,000 (20 postings) | Median base range $149,000 to $213,000 (5 postings); median on-target earnings range $200,000 to $240,000 (5 postings) |
The FDE figures come from postings checked October 19, 2026 (responsibilities November 8), and the SE figures from a separate sample of 20 postings checked October 28, 2026, with different companies and pay types. Read the comparison as directional. Our solutions engineer guide has the full SE data.
If you're applying: how to read an FDE posting
Three things in a posting tell you most of what the job will be like.
- The travel line. "Up to 50%" and "80 to 100% on site" are different jobs. If the posting doesn't say, ask in the first call.
- Whether the duties mention presales. Most FDE roles don't. If a posting lists demos and proofs of concept, it may be closer to a solutions engineer role with a newer title.
- What they build with. Python (17 of 25) and TypeScript or JavaScript (16 of 25) dominate. If a posting names LLM, RAG or agent work, expect to be asked about something you've built with it.
If you're coming from a customer-facing role and need the engineering side, these are the courses we'd start with, depending on the gap:
- Python fundamentals: a Python bootcamp on Udemy
- Building with LLMs: an LLM engineering course on Udemy
- AI agents: an agentic AI course on Udemy
Affiliate disclosure: these are affiliate links. If you buy through them, CareerPivoting earns a commission at no extra cost to you. We only link courses that match a gap the postings show.
For the full path into the role, see how to become a forward deployed engineer.
FAQ
What does a forward deployed engineer do?
A forward deployed engineer builds and deploys software for specific customers. In our sample, 13 of 14 postings with readable duties listed building custom software for customers, and 11 of 14 expected the engineer to feed what they learned back to the product team.
What skills does a forward deployed engineer need?
Across 25 postings checked in October 2026, 17 named Python, 16 named TypeScript or JavaScript, and 19 named LLM, agent, RAG or evaluation skills. All 25 were customer-facing.
How much does a forward deployed engineer make?
20 of 25 postings published pay. The ranges ran from $123,250 to $330,000, with a median range midpoint of $215,000.
Do forward deployed engineers travel?
Usually. 11 of 25 postings gave a travel percentage. Nine capped it at 50% or less, and two required 80 to 100% on site with the customer.
Does a forward deployed engineer need a degree?
Rarely as a hard requirement. 16 of 25 postings didn't mention a degree, and only 2 required one with no alternative.
What is the difference between a forward deployed engineer and a solutions engineer?
A forward deployed engineer builds and deploys software for customers, usually after the sale. A solutions engineer wins the technical decision before the sale, mainly through demos and proofs of concept. Only 2 of 14 FDE postings with readable duties mentioned presales work.
What should a forward deployed engineer job description include?
The customer work the engineer will do, the main languages, the pay range and the travel expectation. In our sample, 20 of 25 postings stated pay but only 11 gave a travel percentage.
Sources
Requirements, pay, travel and clearance come from 25 live US postings with "Forward Deployed" in the title, checked October 19, 2026: individual-contributor roles, at most two per company. Responsibilities come from re-opening the same 25 postings on November 8, 2026: 14 were readable and coded, 2 had closed (Scale AI Enterprise, Legion Intelligence Norfolk), and 9 could not be read by our tools (OpenAI x2, Mistral AI, Glean New York, Baseten, Modal x2, Legora, Axion Ray). The live Perplexity posting is titled forward-deployed engineer but describes the role as customer success engineering in its body; we kept it as titled. Solutions engineer comparison figures come from our solutions engineer dataset, checked October 28, 2026. Job postings close often. Several of these have closed since we checked them; the dataset records each posting as it read on the check date.
Download the dataset with responsibilities (CSV)