InvestIndependently confirmed3 publishers2 min readPublished
World Bank jobs co-chair wants crisis-era graduate hiring aid made permanent as IMF warns of AI
IMF chief Kristalina Georgieva said AI will eventually augment, downgrade or eliminate about 40% of jobs worldwide, with graduates first in line. Tharman Shanmugaratnam, who co-chairs the World Bank's Jobs Council, wants crisis-era hiring aid made permanent.
The Investor · Invest desk
Four figures: the IMF estimates about 40% of jobs worldwide face AI change, about 60% in advanced economies and 23% in low-income ones; Banga estimates 1.2 billion young people turn 18 over the next 15 years; Georgieva says AI helps keep global growth near 3%.
- 40 % of jobs Jobs exposed to AI worldwide, claim 4 IMF estimate, "about"
- 60 % of jobs Exposure in advanced economies, claim 5 Low-income countries: 23%
- 1.2 billion people Turning 18 over next 15 years, claim 10 Banga estimate
- 3 % growth Global expansion, aided by AI, claim 2 Near this level despite an energy shock
| Figure | Value | Note | Claim |
|---|---|---|---|
| Jobs exposed to AI worldwide | 40 % of jobs | IMF estimate, "about" | 4 |
| Exposure in advanced economies | 60 % of jobs | Low-income countries: 23% | 5 |
| Turning 18 over next 15 years | 1.2 billion people | Banga estimate | 10 |
| Global expansion, aided by AI | 3 % growth | Near this level despite an energy shock | 2 |
What happened
- Georgieva put IMF-estimated exposure at about 60% of jobs in advanced economies and 23% in low-income countries.
- Shanmugaratnam, who is also Singapore's president, said US demand for graduates has gone down for the first time in a century, with the college wage premium shrinking too.
- World Bank President Ajay Banga estimated 1.2 billion young people will turn 18 over the next 15 years and said the private sector, which generates 75% to 85% of jobs, must absorb most of them.
- Georgieva estimated AI adoption could add 0.5 to 1 point of growth in advanced Asia and 0.2 to 0.8 point in emerging Asia, enough at the top of the range to offset ageing.
Why it matters
- contradiction Georgieva credits AI investment with keeping global growth near 3% despite an energy shock, while Shanmugaratnam says China, India and developing Southeast Asia are growing well with weak job creation.
- cost A permanent scheme turns an emergency outlay into a recurring payroll cost: taxpayers fund it, firms that hire graduates collect it, and it has no end date.
- decision Governments that ran hiring schemes in the pandemic or the financial crisis now face a choice between letting them lapse and moving them into the standing menu of structural policies Shanmugaratnam described.
- exposure Low-income countries are on the same schedule, later: Georgieva said poorer nations are not better off, "just because AI is further away".
The remarks as reported do not include a cost for making crisis-era support permanent, or a list of the programmes involved. What they do show is where the money would go. Shanmugaratnam wants firms incentivised to hire fresh graduates because, in his words, "the first rung in employment, your first job upon graduation, is now seeing less demand" [9]. Banga puts the government's job in building infrastructure, setting policy and "de-risking" private capital, and said "It is private capital that creates jobs" [11].
Both routes pay the employer or the investor, so the size of the private-sector job base matters. Banga's 1.2 billion young people over 15 years is 80 million a year [15]. If the private sector kept its current 75% to 85% share of jobs, it would have to supply 900 million to 1.02 billion places for that cohort [16]. That is our extrapolation, since Banga said only that the private sector will have to absorb "most" of them [10].
A hiring incentive lowers what a graduate costs a firm. It does not change what a graduate's first-year work is worth to the firm, and Georgieva described that work as routine: "Normally, they would get into these routine, repetitive jobs and then grow up the ranks," she said [6]. If AI is taking the routine tasks, we think a payroll subsidy buys hires for as long as it is paid and no longer. The counter-case is Shanmugaratnam's: displacement will come "task by task," he said, "and that gives us time," provided workers can learn on the job and universities shift toward applied training [14]. A subsidy that pays for the learning as well as the salary would fit that case.
The evidence for "entry-level first" is thinner than the warnings. The IMF's 40% covers jobs that will be "augmented, downgraded or eliminated" [4], and augmentation is not job loss. The only hiring datapoint offered was Shanmugaratnam's statement on US graduates [17], and it comes from one speaker.
We would change our view if US graduate demand and the college wage premium stopped falling while AI adoption kept rising. Those are the two series the case for a permanent scheme rests on [17].
What to watch
- US graduate demand and the college wage premium: if both stop falling while AI adoption rises, the case for a permanent scheme weakens.
- Any costing or named programme from the World Bank Jobs Council for a permanent hiring incentive.
- Job-creation data for China, India and developing Southeast Asia, where Shanmugaratnam says growth is not producing hiring.
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
Reality
- Evidence52
- Adoption
- Insufficient
- Hype gap+20
- Incentives40
- Confidence62
Perspective Coverage
3 publishers- Builder
- Builder 8%
- Operator
- Operator 30%
- Investor
- Investor 62%
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
IMF Managing Director Kristalina Georgieva said on Monday that AI was hitting the global labor market like a "slow-moving tsunami," with young graduates first in line.
ReportedSupportedSource: CNBC report of a Monday panel in Bangkok3 sources— create a free account to open themView cited source - [2]
Georgieva said AI-related investments and trade have lifted output in a handful of economies, helping keep global expansion near 3% despite an energy supply shock.
ReportedSupportedSource: Georgieva, per CNBC3 sources— create a free account to open themView cited source - [3]
Georgieva estimated AI adoption could lift growth by 0.5 to 1 percentage point in advanced Asia and 0.2 to 0.8 percentage point in emerging Asia, and said the high end would more than offset the loss that comes from an aging population.
ReportedSupportedSource: Georgieva, per CNBC3 sources— create a free account to open themView cited source - [4]
The IMF estimates that about 40% of jobs worldwide will eventually be "augmented, downgraded or eliminated."
ReportedSupportedSource: Georgieva, per CNBC2 sources— create a free account to open themView cited source - [5]
Georgieva said IMF-estimated exposure is about 60% of jobs in advanced economies and 23% in low-income countries.
ReportedSupportedSource: Georgieva, per CNBC2 sources— create a free account to open themView cited source - [6]
Georgieva said: "Normally, they would get into these routine, repetitive jobs and then grow up the ranks."
ReportedSupportedSource: Georgieva, per CNBC3 sources— create a free account to open themView cited source - [7]
Tharman Shanmugaratnam, Singapore's president and co-chair of the World Bank's Jobs Council, called for governments to make "crisis-era" support measures a permanent tool for getting young people into work.
ReportedSupportedSource: CNBC report of panel remarks2 sources— create a free account to open themView cited source - [8]
Shanmugaratnam said what governments did during the Covid-19 pandemic and, in some cases, the global financial crisis "now has to be thought of not as a crisis measure, but as part of the structural, the menu of structural policies."
ReportedSupportedSource: Shanmugaratnam, per CNBC2 sources— create a free account to open themView cited source - [9]
Shanmugaratnam said firms should be incentivised to hire fresh graduates because "the first rung in employment, your first job upon graduation, is now seeing less demand."
ReportedSupportedSource: Shanmugaratnam, per CNBC2 sources— create a free account to open themView cited source - [10]
World Bank President Ajay Banga estimated 1.2 billion young people will turn 18 over the next 15 years, and said the private sector, which already generates 75% to 85% of jobs in any country, will have to absorb most of them.
ReportedSupportedSource: Banga, per CNBC2 sources— create a free account to open themView cited source - [11]
Banga said governments' role is to build infrastructure, set policy and engage in "de-risking" private capital, and said "It is private capital that creates jobs."
ReportedSupportedSource: Banga, per CNBC2 sources— create a free account to open themView cited source - [12]
Georgieva said poorer nations are not better off than advanced economies, "just because AI is further away."
ReportedSupportedSource: Georgieva, per CNBC2 sources— create a free account to open themView cited source - [13]
Shanmugaratnam said China, India and developing Southeast Asia are "growing quite well, but job creation is weak," and that AI "is going to widen that divergence if we are too passive about it."
- [14]
Shanmugaratnam said AI-induced job displacement will come "task by task," "and that gives us time," provided workers can learn on the job and universities shift toward applied training.
- [15]
Banga's 1.2 billion young people turning 18 over 15 years is about 80 million a year.
- [16]
If the private sector kept its current 75% to 85% share of jobs, it would supply jobs for 900 million to 1.02 billion of the 1.2 billion cohort (an extrapolation; Banga said only 'most').
- [17]
Shanmugaratnam said that in the US "for the first time in a century, demand for graduates has gone down," with the wage premium for a college degree also shrinking.
ReportedInsufficientSource: Shanmugaratnam, per CNBC2 sources— create a free account to open themView cited source
Sources
3 independent publishers whose own reporting we read for this story.
- cnbc.comWorld Bank jobs council urges 'crisis-era' support measures as IMF warns of AI ‘tsunami’ hit
1 article · October 12, 2026
- qz.comIMF chief warns AI is a 'slow-moving tsunami' for jobs and tax revenues
1 article · October 12, 2026
- scmp.comAI fuelling growth while putting Asia’s young workers at risk, IMF meeting hears
1 article · October 12, 2026
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- International Monetary FundFollow
- Tharman ShanmugaratnamFollow
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- Kristalina GeorgievaFollow