Across the country, construction crews are pouring concrete, pulling cable, and wiring up the massive facilities that power America's artificial intelligence ambitions. The AI data center building spree has created a genuine jobs boomlet for blue-collar workers, electricians, pipe fitters, ironworkers, boilermakers, at a moment when white-collar employees at some of the same tech companies are watching their positions disappear.
The numbers are staggering. A 2025 report from the American Edge Project, a policy advocacy group formed by Meta, projects that U.S. data centers will generate 4.7 million temporary construction jobs. McKinsey estimates spending on data center facilities could reach $7 trillion by 2030. And Apollo Global Management puts the current count at roughly 4,000 existing data centers nationwide, with another 3,000 announced or under construction.
For workers who build things for a living, this is the best labor market in a generation. The question conservatives should ask, and that local officials handing out billions in tax breaks seem reluctant to press, is what happens when the building stops.
The construction boom is not theoretical. It is showing up in union halls, apprenticeship rolls, and paychecks. AP News reported that North America's Building Trades Unions hit a record number of members and apprentices in 2025. Data centers now consume at least 40 percent of work hours for the Columbus-Central Ohio Building and Construction Trades Council, and at least 50 percent for IBEW Local 26 in Washington, D.C.
One local in Pennsylvania, Boilermakers Local 154, went from recruiting zero apprentices for four consecutive years to assembling a class of more than 200. That is not a rounding error. That is a labor market transformed by a single category of construction.
The pay reflects the demand. The New York Post reported that data center projects are paying young electricians enormous salaries, with some earning up to $260,000. For workers who skipped the four-year degree and went straight into the trades, the AI economy is delivering the kind of earnings that used to require a corner office and a student loan balance.
That reality undercuts a narrative the professional class has pushed for decades, that the path to prosperity runs exclusively through college. The college-to-office pipeline is already cracking, and the data center boom is widening the fracture.
But here is where the cheerful press releases collide with economic reality. Once the concrete dries and the cranes come down, data centers do not employ many people. Labor economists at Revelio Labs have studied the question directly.
Lisa Simon, the firm's chief economist, told CBS News:
"Roles data centers create for long-term maintenance aren't huge in volume. They are a much more capital-intensive than labor-intensive undertaking."
Revelio Labs CEO Ben Zweig was more blunt about the facilities themselves: "They are pretty sparsely populated."
The American Edge Project report puts the permanent job figure at roughly 697,000 positions to operate and manage data centers. Set against 4.7 million temporary construction jobs, that ratio, about one permanent role for every seven construction positions, tells the real story. The building phase is a feast. The operating phase is a modest dinner.
Data center technicians who do land permanent roles earn a median salary of $88,000 per year, according to Glassdoor. Companies like Microsoft, IBM, Amazon, and Google all advertise technician positions. These workers monitor equipment, troubleshoot systems, handle repairs, and keep the facilities running around the clock in shifts.
Parminder K. Jassal, a fiber optics engineer and cofounder of the worker training platform Umudl, described the role plainly:
"Every AI data center requires people who can monitor, repair and continuously operate these facilities. The role focuses specifically on keeping the physical infrastructure behind all the computing and AI systems running."
That is real, skilled work. But it is not the kind of mass employment that justifies the tax incentives local governments are offering.
Local political leaders across the country have offered billions of dollars in tax breaks to lure data center investment. The pitch is familiar: build here, and the jobs will follow. Critics counter that the incentives are wildly disproportionate to the modest number of permanent positions these facilities create.
The construction phase does produce a genuine local economic ripple. Greg Wright, a workforce expert at the Brookings Institution who authored a recent report on data center employment effects, explained the mechanism:
"When construction companies ship people in to build these things out, those people need to stay in hotels and eat. So the buildout of a data center can produce a local employment impact."
That impact is real, but temporary. When the crew moves on to the next site, the hotel rooms empty and the restaurants lose customers. What remains is a large, humming building with a relatively small permanent workforce.
The broader labor market has shown resilience lately, with private-sector hiring driving gains that topped forecasts in recent months. But the data center story is a reminder that not all job creation is equal, and elected officials spending taxpayer money on incentives owe their constituents a clear-eyed accounting of what they are actually buying.
There is a deeper irony at work. The same artificial intelligence systems that these data centers house are already reshaping, and in some cases eliminating, white-collar jobs. Some tech companies have cut office positions even as they pour money into physical infrastructure. Analysts have warned that AI could reshape more than half of U.S. jobs within three years.
Yet the workers who build and maintain the machines are, for now, insulated from that disruption. You cannot automate a boilermaker welding pipe in a half-finished facility. You cannot replace an electrician pulling wire through conduit with a chatbot. The physical economy still requires physical labor, and AI's appetite for computing power has made that labor more valuable, not less.
Rob Bair of the Pennsylvania Building and Construction Trades Council captured the sentiment in comments to AP News: "When people say, you know, 'data centers are the root of all evil,' we're just saying, 'look, they do create a h*** of a lot of construction jobs.'"
He is right. They do. The question is whether communities banking their economic futures on these facilities understand the difference between a construction boom and a permanent employment base.
Even OpenAI CEO Sam Altman has leaned into the blue-collar angle, telling reporters that "across the country, highly skilled union construction workers are laying the foundation for the AI economy." That framing serves Silicon Valley's PR interests. It also happens to be true, as far as it goes.
The labor market overall has shown strength, with weekly jobless claims recently dropping to 209,000, beating forecasts. And the data center construction wave is part of that picture. But construction is cyclical by nature. Projects end. Crews disperse.
For individual workers, the data center boom is an unqualified good. Electricians earning a quarter-million dollars a year are not complaining about the long-term economic modeling. Boilermaker apprentices who had no prospects four years ago now have careers. Technicians earning $88,000 to keep servers running have landed solid middle-class jobs without a four-year degree.
The workers adapting to this market are showing the kind of resourcefulness that defines the American labor force. Some are stacking multiple income streams to build financial stability, a trend increasingly common across generations.
The losers, if this story has them, are the taxpayers in communities that handed out enormous incentives expecting a permanent employment anchor and got a two-year construction project followed by a building that employs a few hundred people. Public opponents of data centers have also raised concerns about strain on local power grids and environmental effects, concerns that CBS News noted but did not detail.
None of this means the data center boom is bad for America. The infrastructure is necessary. The construction jobs are real and well-paying. The permanent technician roles are solid. But 697,000 permanent jobs spread across 7,000 facilities is not the employment revolution that some advocates, and the advocacy groups funded by the companies building these centers, want the public to believe it is.
Conservatives have long argued that the market, not government subsidies, should drive economic development. The data center boom is a case study in why that principle matters. When local officials compete to offer the biggest tax break, they are spending public money on a bet. The construction workers win. The tech companies win. The taxpayers who funded the incentives deserve to know whether they won, too.
The jobs are real. The paychecks are real. The boom, by definition, is not permanent. Communities that plan accordingly will be fine. The ones chasing ribbon-cutting photo ops with other people's money may find themselves holding an expensive, quietly humming building, and not much else.