AI Companies Promised to Replace Engineers. Now They're Quietly Hiring Them Back as Consultants.

The Playbook

AI companies spent two years selling a narrative: AI would replace software engineers. Companies heard the message. They laid off engineers. The AI tools arrived. The transformation the vendors promised did not happen.

A 2025 report found most companies could not get ROI from their AI investments because they did not know how to implement them. The tools worked in demos. They did not work in enterprise legacy systems without human guidance.

So the AI companies sent in human engineers to fix it. They just gave them a different job title.

The Job Title

Forward Deployed Engineer. FDE.

OpenAI currently has 70 to 80 open roles. Roughly 30 of those are FDE positions. Google Cloud publicly announced "hundreds of FDEs" are incoming. Salaries: $200,000-plus.

The job description for an FDE is effectively: sit inside an enterprise client, understand their specific systems and processes, and make the AI actually work for them. Which is exactly what a consultant does. With a cooler acronym.

"Companies invested in AI licenses, gave employees copilots, bought the APIs , but the magical transformation is still far away."

Why This Is the Admission Nobody Is Naming

The sell was autonomous transformation. AI does the work. Humans move to higher-value activities. The org chart simplifies. Costs go down.

The reality is that AI works well for simple, isolated tasks. It fails at complex legacy systems without human guidance. The human guidance required is skilled and expensive. The companies that laid off engineers are now re-hiring engineers , at higher salaries, with a different job title, to do the work that was supposed to be automated.

The cycle: sell the narrative that AI replaces engineers. Companies lay off engineers. Companies cannot make it work. AI vendors send human engineers to make it work. Call them FDEs instead of consultants.

This is not a failed technology story. AI is genuinely useful for the tasks it is good at. It is a failed narrative story. The specific claim , that AI would broadly replace software engineering in the near term , ran into the actual complexity of enterprise software, and the vendors quietly responded by building a human services layer.

The FDE job posting is the correction. It just appeared without a press release.