Who's Hiring a Million New Grads; Meta's 8,000 Layoffs Begin May 20 to Accommodate AI Pods; Nearly Half of Tech Layoffs Attributed to AI; MIT Expert: Automating Gen Z Entry-Level Jobs Could Backfire.

A new report from payroll platform Gusto finds that small businesses will hire roughly 974,000 new graduates aged 20 to 24 between April and September. The report defines small businesses as firms with one to 49 employees . The fastest-growing job titles at those firms fall into two categories that sit at opposite ends of the skills spectrum: founding engineers and AI engineers on one side, and field managers and service technicians on the other.Financial analysts and software engineers have seen the sharpest declines in their share of new-grad hiring. The pattern is a labor market splitting along a clear line.AI-native technical roles and jobs requiring physical presence are growing. Generalist white-collar roles are contracting. The reasons for that shift are arriving in waves.Also listen on Apple PodcastsMeta confirmed this week that its first round of layoffs begins May 20, cutting approximately 8,000 employees across every major division of the company, including Facebook social, Reality Labs, recruiting, sales, and global operations.The company is also canceling 6,000 open positions it had planned to fill.The effective reduction is 14,000 positions. A second round of cuts is planned for the second half of the year.The cuts are structural, not performance-based.Meta is reorganizing its teams into AI-focused units. New internal role categories have been created: “AI builder,” “AI pod lead,” and “AI org lead.” Engineers from across the company are being moved into the Applied AI organization. The workers being cut are not underperformers. They are people whose roles no longer fit the organizational design Meta is building around AI.Meta generated $201 billion in revenue in 2025, up 22% year over year. Its 2026 capital expenditure guidance runs as high as $135 billion. The company is not cutting from financial weakness.Instead, it is converting payroll budgets into AI infrastructure budgets, and it is doing so while its stock trades near record levels. For workers, the financial health of their employer provides no protection against structural reorganization.Meta is one data point in a larger pattern, though.Updated tracking from Layoffs.fyi and Nikkei Asia puts the 2026 tech sector total above 95,000 job cuts across 247 layoff events, averaging 882 workers per day. Nearly half of those cuts are attributed to AI or workflow automation. The cumulative total since 2020 is approaching 900,000. The cuts are arriving ahead of the operational justification for them.Get the eBook that exposes the Narratives Tech uses to build its AI Empire. $4.95 SPECIAL SALE PRICE for PDF or ePUB formats; no subscription required. 3.5-hr reading time.The people building artificial intelligence did not invent their ideas. They inherited them.Cognizant’s chief AI officer told Nikkei Asia this week that real productivity gains from AI are still six to twelve months away for most companies. That gap between the cuts and the demonstrated productivity gains is where the most serious long-term damage is accumulating.A Fortune piece this week, drawing on MIT research, warns that companies eliminating junior roles to extract short-term AI efficiency gains may be destroying their own future leadership pipelines. The mechanism is straightforward.Entry-level positions are where workers develop the tacit knowledge that eventually makes them valuable at senior levels. AI can handle the codifiable tasks those positions require. It cannot transfer the judgment and pattern recognition that come from years of doing the work.Companies that stop hiring junior workers today will face a leadership gap in five years that they cannot quickly or cheaply reverse.Get the eBook that examines how the AI invasion already happened. You just weren’t invited. $9.95 flat fee for PDF or ePUB; no subscription required. 2-hr reading time.IBM reached that conclusion and responded by tripling its entry-level hiring in 2026 against the prevailing industry trend. The question is whether the companies eliminating entry-level positions now are making a short-term efficiency calculation that will cost them more than it saves.Future Forwarded is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.The Gusto hiring data and the MIT warning are two sides of the same problem. The labor market is reorganizing around a rationale that rewards physical presence, AI fluency, and deep domain expertise while compressing the middle.Workers building careers in that middle need to understand the reorganization clearly. The companies making the cuts are counting on the fact that most of them do not. Get full access to Future Forwarded at futureforwarded.substack.com/subscribe Get full access to The AI & Work Chronicle at ailabor.substack.com/subscribe