The new AI headache: jobs, not just productivity
Goldman Sachs just tossed a fresh spoonful of reality into the AI hype soup. Its new research says industries most exposed to AI have seen weaker job-openings growth since 2022, and the pain is showing up first in places like call centers, software publishing, management consulting, and advertising.
That’s the sneaky part of this AI story: it’s not a cartoon robot takeover. It’s more like companies quietly deciding they need fewer people to do the stuff AI can already handle, especially the starter tasks junior employees used to cut their teeth on.
Entry-level workers are feeling the squeeze
Goldman’s researchers looked across more than 800 occupations and found the biggest headwinds for entry-level workers. That lines up with other academic work showing AI-native startups tend to run leaner, with fewer junior employees and more senior talent.
A few numbers that jump off the page:
- Call-center employment is 39% below trend in the U.S.
- Canada is 33% below trend in that same category
- Germany is 27% below trend
- AI adoption across major developed economies is already around 15% to 20%
So no, this isn’t “everyone gets replaced next Tuesday.” But it does suggest the first rung of the career ladder is getting a little wobbly.
Not a full-blown unemployment apocalypse
Goldman’s read is not the same as saying the labor market is about to implode. Bank of America’s view, as cited in the piece, is basically: AI replaces tasks, not entire occupations. That’s a much more boring headline, but also probably more accurate.
And there’s a twist: while some white-collar and junior roles are under pressure, AI infrastructure itself is creating demand in construction, manufacturing, and other physical-world jobs. So the money may not be disappearing — it’s just moving to different pockets of the economy.
Why investors should care
If AI keeps nibbling away at entry-level hiring, you could see a few ripple effects:
- slower payroll growth in AI-exposed industries
- more productivity gains with smaller headcounts
- rising demand for specialized workers and infrastructure
- pressure on sectors that rely on lots of junior labor
Big picture: AI is starting to change the shape of the workforce, not just the shape of earnings decks. And that’s the kind of trend that can quietly rewrite who wins, who hires, and who gets left doing the busywork.