World Bank and IMF Warn AI Job Disruption Is Already Here for Young Workers

IMF chief Kristalina Georgieva says AI is hitting the labor market like a slow moving tsunami, and the World Bank wants emergency style job support made a permanent policy tool.

The IMF and the World Bank are done asking whether AI will hit the job market. This week in Bangkok, IMF Managing Director Kristalina Georgieva called it a slow moving tsunami, and said young people entering the workforce get hit first. Singapore's Tharman Shanmugaratnam, who co-chairs the World Bank's Jobs Council, said the emergency job support governments rolled out during Covid needs to become a permanent part of the policy toolkit, not a one time crisis response.

Georgieva's point was specific. Young workers used to get into routine, repetitive jobs and work their way up the ranks. If those jobs disappear, there is no entry point left. The IMF estimates about 40 percent of jobs worldwide will eventually be augmented, downgraded or eliminated by AI, with exposure around 60 percent in advanced economies and 23 percent in low income countries.

The First Rung Is Disappearing

Shanmugaratnam said something that should worry anyone with a kid in college right now: for the first time in a century, demand for graduates in the US has gone down, and the wage premium for having a degree is shrinking too. That is not a prediction, that is a measurement of what is already happening. World Bank President Ajay Banga adds a wrinkle. He thinks the disruption lands hardest in developed economies, while AI could help build jobs in middle and lower income countries that are still catching up on productivity.

If Nobody's Hiring You, Hire Yourself

This is exactly the shift I have been saying is coming. For years I have watched companies ask employees to do more while giving them less loyalty in return, and I have watched ghost job postings sit open with no real intent to hire. Now the people who run the global economy are saying out loud that the first job out of school, the one that used to teach you how to work, is seeing less demand. If the first rung of the ladder is gone, the answer is not to wait for someone to rebuild it for you. It is to build your own.

That is not a slogan, it is math. Shanmugaratnam himself said AI driven job displacement happens task by task, which gives people time to adjust, but only if they use it. Starting something small, even part time alongside a job, is the closest thing to insurance against a labor market that is rewriting the rules for entry level work.

What New Business Formation Looks Like From the Underwriting Side

In my insurance agency, writing a new business policy comes down to the same question this report is really asking: can this business generate enough income to cover its own costs, including whatever it pays its first employees. An owner who hires people straight out of school instead of waiting for them to pick up years of routine experience somewhere else is taking on more training risk, and that is exactly the gap this report says is opening up.

Home service contractors, the kind my marketing company works for, deal with the mirror image of this problem. Entry level trade jobs sit open because fewer young people want to learn a trade, while new graduates cannot find entry level office jobs. Those two shortages do not cancel each other out automatically, but they point at the same opportunity for anyone willing to connect the two.

The Income Hit Is Already Showing Up in the Data

A shrinking wage premium for a college degree is not a future scenario, it is in the Jobs Council's own numbers right now. If the plan people were sold, go to school and get a degree to guarantee higher income later, stops guaranteeing that, household income plans get disrupted the same way a layoff would, just slower and quieter. Georgieva's framing as a tsunami rather than a sudden earthquake matters here. A tsunami gives you a warning before it hits, but only if you are watching for it.

What To Do With This Right Now

The gap between what graduates were promised and what the job market is delivering is not going to close on its own, and waiting for it to close is the riskiest move on the table.

• If you are a recent graduate or about to be one, do not wait for the routine entry level job you were told to expect. Build skills around tasks AI handles poorly, not tasks it handles well.
• If you run a business, audit which of your own entry level roles are genuinely routine and repetitive. Those are the ones software comes after first, not your competitors.
• If you are thinking about starting something, Shanmugaratnam's task by task timeline is your runway. Use it instead of waiting to see how bad it gets.
• Watch for actual policy moves, not just warnings. Shanmugaratnam wants crisis era support made permanent. If that happens, it will come with hiring incentives worth knowing about early.