Eleanor Crane: I've been sitting with a question all morning that I can't quite shake — how does hiring collapse and surge inside the same building at the same time?
Ben Okonkwo: Hm — that's a good way to frame it. You're talking about the Visier data.
Eleanor Crane: Hidden in the Headcount — yes. 3.6 million employee records, 155-plus enterprise organizations. The overall hiring number across the full 2022-to-May-2026 window: down 24%. And then — in the same breath — AI engineer hiring share up 251%.
Ben Okonkwo: Those two numbers shouldn't feel compatible. That's the whole tension.
Eleanor Crane: And yet they are compatible — that's what selective reallocation means, if I'm reading Visier correctly. It's not two different trends in two different economies. It's one economy doing both things at once, inside the same org charts.
Ben Okonkwo: Which is actually the hardest thing to communicate about this data, I think — because aggregate numbers flatten it. You say 'hiring is down' and people hear 'nothing is growing.' But that's not what the data shows. The aggregate is doing work that hides the real story.
Eleanor Crane: And some of what it hides is — startling. DEI hiring reaching zero. Not a gradual fade. The final month of their analysis window: zero.
Ben Okonkwo: In the same period that other roles inside HR are surging. That juxtaposition is where I want to start pulling the thread.
Eleanor Crane: But before we run with that juxtaposition — the 251% figure. I want to make sure we're not building on sand.
Ben Okonkwo: Right — and this is the part that actually stops me cold. That 251% is a share of hiring. Not a headcount number. And Visier, to their credit, publishes the study — Hidden in the Headcount — but they don't give us the denominator. So here's the analogy that clicked for me: pizza place, slow Tuesday, they sell ten pizzas, one's pepperoni. Pepperoni is ten percent. Now cut total sales to five, still sell one pepperoni — pepperoni's share just doubled. But they're still making one pepperoni pizza. That's what a share surge in a market that's down 24% overall can actually mean.
Eleanor Crane: So the 251% might be — I mean, is it possible the absolute number of AI engineers hired barely moved?
Ben Okonkwo: Possibly. We can't rule it out. Visier doesn't clarify which — and that matters enormously, because it changes whether we're seeing genuine AI team-building or just companies protecting the one category they think survives a deeper contraction.
Eleanor Crane: Hold on. And Visier — they sell workforce intelligence tools.
Ben Okonkwo: Exactly the thing I want to flag. The interpretation — that this is 'selective reallocation,' that it's strategic — that framing comes from Visier's own commentary on Visier's own data. Andrea Derler is their Head of Research. I'm not saying fabrication. But the narrative that companies need better workforce planning to navigate AI? That narrative benefits Visier directly. And the workforce planning specialist numbers are — hm — actually almost ironic. That hiring share fell 67%. The people who'd be doing strategic workforce analysis: gone.
Eleanor Crane: Sixty-seven percent. While talent acquisition fell 16%. So the function is hollowing its own planning capacity.
Ben Okonkwo: Which is — okay, so the core idea, stated plainly: when the whole market contracts, a role's share can surge even if the actual headcount barely budges. The 251% headline tells you AI engineering is protected relative to everything else. It does not tell you companies are on a genuine AI hiring spree. Those are different claims, and right now we only have evidence for the first one.
Eleanor Crane: And that planning capacity collapse is where it gets — I mean, the HR function is the clearest small-scale model of what reallocation actually looks like from the inside. HR's overall hiring share fell 31% through early 2025. Rebounded 9%. Net loss. And what came back wasn't recruiting. What came back was conflict management.
Ben Okonkwo: The 176% surge in employee and labor relations specialists.
Eleanor Crane: Largest functional gain inside HR. While talent acquisition fell 16% and workforce planning — the people whose entire job is anticipating headcount needs — fell 67%. The department responsible for hiring restructured itself away from growth.
Ben Okonkwo: Toward legal and operational defense. Which raises a question I can't fully answer from the data: is that 176% genuine conflict from AI rollout — workers pushing back, grievances, that kind of friction — or is it defensive legal positioning? Because those are different problems.
Eleanor Crane: The data can't separate those. I don't think we should pretend it can.
Ben Okonkwo: No — and actually, HR Executive framed the 2026 hiring freezes as 'diagnostic windows' for redesigning team structures. Which sounds strategic. But if you've already cut 67% of your workforce planning specialists, who exactly is doing that diagnosis?
Eleanor Crane: That's — yeah. That framing always bothered me a little. 'Diagnostic window' implies you have the instruments to read what you're seeing.
Ben Okonkwo: And DEI dropping to zero in that same final month — not gradual, zero — while labor relations surges. That's not two separate trends. Something shifted, politically or legally, and HR absorbed both consequences at once.
Eleanor Crane: Which is what makes Andrea Derler's line about companies prematurely dismissing workers the part I keep returning to — whether organizations actually understood what they were dismantling before they did it. That's the thread we need to pull next.
Ben Okonkwo: And that's the part that actually unsettles me about Andrea Derler's statement — because she's Visier's Head of Research and Value, and she said, in plain language, that some organizations may have prematurely dismissed employees without fully understanding AI's realistic capabilities. That's not a cautionary aside. That's a — wait, actually, if you sit with it — that's an admission that the dismissals may have been based on a misread.
Eleanor Crane: Is it a finding, though? Or is it a pitch?
Ben Okonkwo: That's — yeah, that's the uncomfortable part. Visier sells workforce intelligence tools. The warning 'you dismissed people before you understood what AI could do' maps almost perfectly onto 'you needed better data before you made that call.' Which is exactly what Visier sells.
Eleanor Crane: And yet — even if you strip the commercial incentive out entirely — the underlying logic holds on its own terms, doesn't it? If you've cut 67% of your workforce planning specialists and simultaneously defunded talent acquisition, you have no mechanism left to even know what you got wrong.
Ben Okonkwo: No instrument. That's the right word for it. The Hidden in the Headcount data shows HR's rebound — that 9% — was driven by labor relations, compliance, conflict. Not by rebuilding the pipeline-reading function. So the organization is now oriented entirely toward managing what it has, with no structural capacity to assess what it's missing.
Eleanor Crane: Which means the premature dismissal problem, even if you recognized it today — you don't have the people in place to diagnose it or fix it.
Ben Okonkwo: And there's a timing issue underneath that, I mean — senior workers retire on a human timeline. Not a market cycle. If the junior pipeline was cut during this window and the planning function can't see the gap, by the time it becomes visible, you can't backfill it quickly. The institutional knowledge is already gone.
Eleanor Crane: That's the irreversibility. That's what the 'diagnostic window' framing misses entirely — you can reopen a hiring freeze, but you cannot recover a cohort that didn't come up through an organization.
Ben Okonkwo: And Derler's framing is a narrative conclusion on top of correlation — Visier's data shows the pattern, but whether the dismissals were actually premature versus correctly anticipating AI capability... that experiment hasn't been run. We're holding that open because the data genuinely can't close it.
Eleanor Crane: And that's — I think that's where I keep landing, honestly. Hidden in the Headcount gives us the shape of something. 3.6 million records, 155-plus organizations, a clear pattern. But the pattern and the cause are not the same document. And Visier, who gave us the pattern, has a reason to want us to read it a particular way.
Ben Okonkwo: The denominator we never got. I can't move past it. The absolute headcount behind every share number — the 251%, the 176% — we don't have it. And without it, the whole selective reallocation framing stays interpretation. Visier's interpretation of Visier's data.
Eleanor Crane: Whether DEI dropping to zero and labor relations surging in the same month is strategic pivot or legal reflex — the sources genuinely don't separate those. I don't think we can either.
Ben Okonkwo: No. We can't close that one.
Eleanor Crane: I think that's an honest place to stop. Not a satisfying one — but an honest one.
Ben Okonkwo: Uneasy and accurate. I'll take that over clean and wrong. Thanks for sitting in this one with me.
