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Engineering Jobs Are the Most AI-Proof in Tech

A new workforce analysis directly contradicts the dominant narrative that AI is hollowing out software engineering. SignalFire's 2026 State of Talent Report, which tracked hiring patterns across more than 80 million companies, found that engineering is the single most resilient function in the technology sector — and its share of total hiring is actually growing.

The firm released the findings this week. TechCrunch reporting published June 24 surfaced the core numbers: overall tech hiring at major companies sits 25% below 2019 levels, yet engineering declined only 11% by comparison. More striking, engineers now represent 55% of all new hires at tech majors — up from 46% in 2019. At early-stage startups, engineering headcount is seven percent higher than it was before the pandemic.

Context

The resilience data lands against a backdrop of high-profile warnings. Anthropic CEO Dario Amodei had warned that AI could "wipe out half" of entry-level white-collar jobs, according to TechCrunch's coverage. But SignalFire head of research Asher Bantock put it plainly to the outlet: "The rationale given for lots of layoffs is consistently AI. What we're seeing on the ground is a little inconsistent with that."

The numbers show a sharp divergence by function. Design hiring fell 48% at tech majors and 22% at startups. Product management dropped 39% at large companies. Marketing declined 36%. Engineering, by contrast, held — and within engineering, specializations tied to AI are expanding fast. AI and ML engineer roles grew their share of total engineering headcount by 39% since ChatGPT's launch in late 2022, per the SignalFire report. Research engineers are up 28%. Forward-deployed engineers — the roles that embed directly with enterprise customers — rose 30%.

The picture is not uniformly positive. Front-end engineering headcount fell roughly 25%, the steepest decline within the discipline. And the entry-level squeeze is real: new graduate hiring is down approximately 65% at tech majors and 76% at early-stage startups compared to prior cohorts. Anthropic head of economics Peter McCrory offered a measured read to TechCrunch, saying "there's at least no larger material difference in unemployment rates" — a statement that acknowledges ongoing uncertainty even as aggregate engineering demand holds.

What this means for job seekers

Reviewing this data, we find one clear takeaway for anyone building or pivoting into a tech career: the threat to engineering is real but uneven, and positioning within the discipline matters more than it did five years ago.

The shift in hiring share — engineers going from 46% to 55% of new hires at major companies — reflects what the report describes as an AI-driven expansion of engineering scope: more surface area per team, larger manager-to-report ratios, and fewer non-engineering roles absorbing headcount. If you are searching for a role in a market shaped by AI, the evidence points toward AI/ML, research, and customer-facing engineering tracks as the highest-signal bets. Front-end roles face structural pressure, and entry-level candidates face a more selective funnel than at any point in the last decade.

For those reconsidering whether a software engineering career path is worth the investment right now, this data makes a reasonable case for yes — with caveats. Demand has not collapsed; it has concentrated. The roles that are growing share one trait: they require engineers who can work directly with AI systems, either building them or deploying them in production alongside customers. Specializing in that direction is less a hedge and more a read of where the market already is.