Whether or not AI is already changing jobs is the topic of fierce debate.
Tech layoffs hit their highest single month whole in years in Might, and AI was the most-cited purpose, in keeping with outplacement agency Challenger, Grey & Christmas.
Software program engineering, in concept, is the skilled discipline most susceptible to automation, given the speedy adoption of AI-powered coding instruments. Nonetheless, researchers at enterprise agency SignalFire say the hiring knowledge tells a distinct story.
“The rationale given for many layoffs is persistently AI, and particularly they’ll say AI with respect to code; they’ll say one engineer may do the job of nonetheless many engineers prior to now,” stated Asher Bantock, SignalFire’s head of analysis. “What we’re seeing on the bottom is a little bit inconsistent with that.”
SignalFire’s evaluation, which tracked the careers of hundreds of thousands of workers throughout greater than 80 million firms, means that engineering was probably the most resilient job perform in 2025. As a substitute of specializing in layoffs, that are troublesome to trace as a result of individuals typically delay updating their employment standing after job cuts, SignalFire examined hiring knowledge as a extra correct indicator of real-time workforce developments.
Whereas whole hiring throughout massive tech firms dropped 25% in comparison with 2019 ranges, engineering roles noticed a a lot smaller decline of simply 11%, in keeping with SignalFire’s newest “State of Talent Report.”
Actually, engineers comprised 55% of all new hires in 2025 throughout the 12 firms SignalFire classifies as “Tech Majors” — Alphabet, Meta, Apple, Amazon, Microsoft, Netflix, Nvidia, Tesla, Uber, Airbnb, Block, and Stripe. It is a important bounce from 2019, when engineers represented solely 46% of latest recruits, in keeping with the report.
The continued want for engineers was much more evident at early-stage startups, which collectively introduced on 7% extra engineers in 2025 than they did in 2019, SignalFire’s knowledge exhibits.
If AI have been really substituting for engineering expertise, Bantock argued, engineering hiring could be the primary to fall amid the present tech hiring contraction. As a substitute, SignalFire’s knowledge exhibits that engineering headcount is rising sooner than most different job capabilities in tech.
Whereas Anthropic CEO Dario Amodei warned final 12 months that AI may wipe out half of all entry-level white-collar jobs and push unemployment as excessive as 20% inside 5 years, the corporate’s personal head of economics, Peter McCrory, instructed TechCrunch in March that he had not but seen any important AI-driven results on the workforce.
Mentioned McCrory on the time: “There’s not less than no bigger materials distinction in unemployment charges” between staff who use Claude for the “most central job of their job in automated methods” — like technical writers, knowledge entry clerks, and software program engineers — and staff in jobs much less uncovered to AI that require “bodily interplay and dexterity with the actual world.”
Nvidia CEO Jensen Huang went additional nonetheless, outright rejecting the idea that AI will exchange engineers. “Any person stated that AI goes to destroy the entire software program engineering jobs,” Huang stated in an interview on the Stanford Graduate College of Enterprise in April. He then argued the other is true. Now that every one engineers at Nvidia are utilizing agentic AI, “software program engineers are busier than ever,” he stated.
Huang added that whereas brokers are writing code close to instantaneously, they’re continuously pushing engineers to generate “the subsequent thought.”
For now not less than, it appears that evidently armed with AI, engineering has turn into a basic instance of the Jevons paradox — the concept that higher effectivity doesn’t scale back demand for a useful resource; it will increase it, as a result of the work expands to fill the brand new capability. As Bantock stated of engineering expertise on this second: “They’re all of the sudden much more productive, and there’s limitless work for them to do.”
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