BM
@breakingmetrics
May 7, 2026 · 10:05 AM
artificial intelligence

Joe Biden told laid-off coal workers to "learn to code."

In 2019, Joe Biden told laid-off coal workers to "learn to code." Seven years later, those coders are getting replaced by AI. Meanwhile, Jacobs just booked $27B in backlog to build the data centers AI demands. Capital is shifting from tech to construction but no one wants to get their hands dirty enough to see that.

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Jacobs isn't a builder. They're a Construction Manager. They organize the work and put it out to bid. A CM's backlog tells you what GCs will be bidding on a year from now and breaking ground on the year after that. $27B is a leading indicator. The wave hasn't hit the field yet.

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The problem: there's no one to build it. 41% of the construction workforce will retire by 2031. 92% of contractors can't find qualified workers right now. Only 9% of the trades are under 25. Twenty years of "go to college" produced exactly what you'd expect. An empty bench.

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Here's how the money moves: Tech company has an idea → bank underwrites → CM organizes the build → GCs and designers bid → trades hire laborers. Capital flows from a Wall Street balance sheet to a kid running conduit in central Ohio in about 18 months. No federal program required.

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And it lands in places Washington wrote off a generation ago. Data centers don't get built in Manhattan. They get built in Loudoun County, central Ohio, west Texas, and the Phoenix exurbs. The towns that watched the factories close and the kids leave.

The capital is committed. The backlog is booked. The plans are drawn. The only question left is whether America still knows how to build at this scale. Read my full breakdown here: https://open.substack.com/pub/breakingmetrics/p/learn-to-weld

Learn to Weld
America promised the AI boom. Now it has to build it. The capital is committed. The workforce isn't.
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@breakingmetrics