Sources
This page is generated from the same file the pages cite, so it cannot fall out of step with them. A source cannot appear at the foot of an article without appearing here, and it cannot be removed from the site without disappearing here too.
Each entry carries the date it was last read rather than the date it was published. That is the date that matters to you: it says when the claim it supports was last checked against the source, which is a different and more useful fact than when the source itself went up.
One thing this list does not contain is a salary dataset, and the omission is deliberate. We describe on the methodology page what we would need before publishing compensation figures, and why the widely quoted public numbers for this job title are not a usable substitute.
Reference
Works whose purpose is to record what a term means, with a public revision history and dated references of their own.
- Wikipedia: Forward Deployed Engineer
The role is a customer-facing software engineer employed by a product company to implement that product inside a client organisation, and Palantir was using the title for its staff by 2009.
Last read - OECD: Artificial Intelligence and the Labour Market in Japan
An intergovernmental study of how AI is actually used in Japanese workplaces and what constrains it, which is the closest thing to an official source on this subject in any market.
Last read - Official Journal of the European Union: Regulation (EU) 2024/1689, the AI Act
The text itself: a risk-based regime with obligations that attach to the use a system is put to rather than to the technology, and penalties reaching the higher of EUR 35 million or 7 % of worldwide annual turnover for prohibited practices.
Last read - Royal Society Open Science: Artificial intelligence policy worldwide: a comparative analysis
A peer-reviewed comparison of national AI policy regimes, which is the least interested account available of who regulates what and how strictly.
Last read - Personal Data Protection Commission, Singapore: Model AI Governance Framework
Singapore publishes practical governance guidance rather than binding law, and the framework is the reference an organisation deploying there is expected to be able to answer against.
Last read
Employers, in their own words
Live job postings. The least filtered description of the work available, because the company writing it is committing to hire against it.
- OpenAI: Forward Deployed Engineer (FDE), San Francisco
A frontier lab describes the role in its own words in a live job posting, which is the least filtered description of the job available.
Last read
Market and industry analysis
Analyst and research work on how the role is being staffed. Useful and interested: each of these organisations has a position in the market it describes.
- Technology & Services Industry Association: What Is Forward Deployed Engineering?
An industry-analyst framing of why product companies are staffing deployment work rather than leaving it to partners.
Last read - Bloomberry: What I learned analysing 1,000 forward deployed engineer jobs
A one-off quantitative read of what employers put in FDE job descriptions, across a thousand postings.
Last read - Stanford Institute for Human-Centered AI: The 2026 AI Index Report, Economy chapter
Generative AI reached 53 % population adoption within three years, faster than the PC or the internet, and adoption varies sharply by country: 64 % in the United Arab Emirates and 61 % in Singapore against 28.3 % in the United States, which ranks 24th.
Last read - Stanford Institute for Human-Centered AI: The 2026 AI Index Report
Generative AI is used in at least one business function at 70 % of organisations, and AI skills are explicitly requested in 2.5 % of United States job postings, a 297 % increase over the past decade.
Last read - Harvard Business Review: U.S. and Japanese companies struggle with different parts of AI adoption
The two largest developed markets fail at opposite ends of the same problem, which is why a deployment approach that works in one does not transfer unchanged to the other.
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Practitioners
Accounts written by people doing or organising the work. Specific and partial, which is what makes them worth reading alongside the rest.
- Silicon Valley Product Group: Forward Deployed Engineers
A product-practice view of where the role sits relative to product management and to professional services.
Last read - Invisible Technologies: What's a Forward Deployed Engineer?
A vendor-side account of how deployment teams are organised around an AI product.
Last read
What we do with a source we cannot verify
We leave the claim out. This costs us pages that would otherwise rank, and the clearest example is compensation: a page of salary figures for this role would attract more traffic than anything else on the site, and we do not have data we would be willing to put our name to.
Where a source is interested in the outcome, we say so rather than laundering it. Several entries above are published by organisations with a commercial position in the market they are describing. That does not make them wrong, and it does mean they should be read as participants rather than as observers.
