Everyone’s been arguing about whether AI will cause mass layoffs. Turns out, that’s the wrong question entirely.
New research from Yale’s Chief Executive Leadership Institute, led by Jeffrey Sonnenfeld, shows the real damage isn’t a sudden tsunami of unemployment. It’s something quieter and arguably more dangerous: AI is systematically removing the entry-level positions that serve as career launchpads.
And it’s happening fast.
The Missing Rung
The Yale analysis, published in Fortune, found that roles traditionally serving as the first step into professional careers — junior analysts, paralegals, entry-level consultants, data labelers, leasing associates — are being automated at roughly three times the rate of mid-career positions.
This isn’t just about individuals losing jobs. It’s about breaking the entire talent pipeline. If nobody can get a foot in the door, nobody climbs the ladder. And in five or ten years, there are no experienced senior leaders to promote because nobody was there to learn the ropes.
Verizon CEO Dan Schulman has predicted AI could push unemployment up 30% within two to five years. Anthropic CEO Dario Amodei has warned that half of all entry-level white-collar jobs could vanish within five years. BCG estimates 10-15% of existing jobs could be gone by 2031.
But here’s the twist: on the surface, the broader labour market looks fine. US unemployment sits around 4%. The National Bureau of Economic Research found AI has had “little to no impact” on employment in nearly 90% of firms over the past three years.
Both things are true at once. And that’s what makes this so dangerous.
The Quiet Drain
The Yale research shows that the disruption isn’t showing up as dramatic mass layoffs. It’s showing up as a quiet compression of entry-level roles. The work doesn’t disappear — it shifts from execution to supervision. Instead of five junior analysts doing the research, one mid-level manager oversees an AI agent doing the same work.
Goldman Sachs estimates AI is already reducing US employment by roughly 16,000 jobs per month. Not all of those are entry-level, but the pattern is clear: the bottom of the pyramid is being hollowed out while the top looks stable.
The New York Federal Reserve Bank reports that unemployment among recent graduates has climbed to nearly 6% — rising twice as fast as the rest of the workforce since 2022. Computer science majors now have more trouble finding jobs than humanities majors. Let that sink in.
Real Companies, Real Cuts
The Yale analysis tracked specific deployments that paint a stark picture:
- Banking: Major banks deploying agentic AI across credit underwriting and risk-memo production, achieving 20-60% productivity gains and cutting turnaround times by ~30%.
- Telecommunications: Automated network provisioning has reduced manual network operations by more than 60% at some operators.
- Manufacturing: Multi-agent systems cutting R&D cycle times by ~50% and boosting order intake by 40%.
- Logistics: C.H. Robinson is handling 29% more freight volume with 30% fewer employees than in 2019. Half of carrier bookings now come from AI agents.
- Real estate: Morgan Stanley estimates 37% of industry roles (2.2 million US jobs) face agentic displacement. One firm cut on-property labour hours by 30%; another reduced headcount by 15%, with entry-level positions hit hardest.
Notice the pattern? Productivity goes up. Headcount goes down. And the people being shed are disproportionately the ones at the start of their careers.
The NZ Angle
New Zealand isn’t immune to this. Our professional services firms — the big consultancies, law firms, accounting practices — run on the same pyramid model: hire graduates, train them through grunt work, promote the best. When AI handles the grunt work, the pyramid collapses.
For NZ graduates entering the workforce in 2026 and beyond, the question isn’t “will AI take my job?” It’s “how do I get experience when the jobs that build experience don’t exist anymore?”
This is particularly acute in a small market like New Zealand. When US firms cut 30% of entry-level positions, there are still thousands of roles left. When a NZ firm cuts 30%, we’re talking about a handful of positions in an already thin market.
What Can You Actually Do?
If you’re a recent graduate or about to be one:
- Stop competing on execution. If a task is repetitive and rule-based, AI will do it faster and cheaper. Your value isn’t in doing the work — it’s in knowing which work matters and why.
- Build supervision skills. The Yale research shows the shift is from doing to overseeing. Learn to manage AI outputs, validate AI decisions, and spot when the AI is wrong.
- Go lateral, not vertical. If the traditional career ladder is missing its first rung, look for alternative entry points — startups, community organisations, project-based work, or roles that combine technical and human skills.
- Understand the tools. Not at a surface level. Deeply. The graduates who thrive will be the ones who can make AI work better than their employer expected, not the ones who treat it like a search bar.
Why This Matters More Than Layoff Headlines
We’ve written before about the 92,000 tech jobs cut in 2026 and the 78,000 layoffs in Q1 alone. Those numbers are real and alarming. But the Yale research points to something more structural: it’s not just that jobs are being eliminated today. It’s that the pathway to future jobs is being dismantled.
Companies automating away their junior roles are quietly defunding their own talent pipelines. The mid-level managers and senior leaders of 2035 were supposed to be the junior analysts of 2026. If those positions don’t exist, who fills the top jobs? More AI? And who supervises that AI?
The paradox of the current moment is that unemployment looks fine while the foundation of the professional workforce is being quietly removed. By the time the numbers catch up, the damage will have been done years ago.
🔍 THE BOTTOM LINE
The AI jobs crisis isn’t what you think. It’s not robots marching through offices with pink slips. It’s the quiet disappearance of the first job — the analyst gig, the paralegal role, the junior consultant position — that was supposed to teach a generation how to work. Companies are saving money today by eliminating their own future leadership. And by the time they notice, it’ll be too late to fix.
