// ORIGINAL DATA · v1
The State of Forward-Deployed Engineering, 2026
I pulled 519 FDE-family job postings from 57 employersusing only public ATS job-board APIs (Greenhouse, Lever, Ashby), coded each one against a fixed rubric, and asked a simple question: how many roles that call themselves "forward-deployed" actually are? Everything here is computed from real fetched data. The dataset and methodology are free. There's also a companion study on agent-engineering hiring, a separate corpus targeting a different title family.
By Adam Boudjemaa · Snapshot 2026-07-21 · CC BY 4.0 · Extracted facts + link-backs only, no verbatim postings
Headline findings
of roles that call themselves “Forward Deployed Engineer/FDSE” don’t meet the true-FDE bar
66 of 235 are relabeled solutions or sales-adjacent roles. 71.9% do meet it (production coding + customer-embedded + no quota, not sales-reporting).
meet the bar under a strict reading that also requires an explicit engineering or product reporting line
142 of 235. So four in ten self-described FDE roles fall short of the stricter test.
require production coding
Whatever else it is, the real version of the role is an engineering job.
carry quota, commission, or on-target-earnings language
The minority that have drifted toward sales.
What these roles are called
The FDE title itself is only 36.2% of the family (188 of 519 postings). The label is scattered across a dozen names.
Who they report to (the authenticity fault line)
Reporting line is the single clearest signal of a real FDE role. 58.9% report into engineering or product; only 8.8% into sales.
What they require
CORE REQUIREMENTS
TOP LANGUAGES
43.2%
onsite
34.1%
remote
22.7%
hybrid
Compensation
Only 17.3% of postings published a pay range, so treat this as directional.
$175,000
median base floor
$278,000
median base ceiling
5 yrs
median experience floor
Published base floors ranged $105K - $293K; ceilings $150K - $500K.
Get the data
Limitations (read these)
- Sampling frame: only companies on public Greenhouse/Lever/Ashby boards, from a hand-curated seed list. Skews to US / venture-backed AI-native companies; under-covers large enterprise on private ATS, EMEA/APAC, and staffing listings. This is the state of FDE hiring among AI-native/infra companies on public ATS boards, not the whole market.
- Concentration: the four largest employers (Databricks, Palantir, OpenAI, Snowflake) supply about 59% of postings, so read every aggregate as employer-weighted, not evenly spread across the market.
- Snapshot, not flow: point-in-time open roles are not hires. Trend claims need a second edition.
- Self-reported text: requirements reflect what employers write, not what they enforce.
- Derived fields (including the true-FDE bar) are coded by a deterministic, temperature-0 keyword rubric, auditable back to text spans; not human-adjudicated for every row.
- Compensation coverage is partial: only the 17.3% of postings with public ranges, which over-represents US pay-transparency states.
Cite this
Boudjemaa, Adam. "State of Forward-Deployed Engineering 2026," v1. adam-boudjemaa.com, 2026-07-21. https://adam-boudjemaa.com/state-of-fde. Data licensed CC BY 4.0.