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The artificial intelligence boom has proven to be an unexpected economic boon for construction workers across the United States, employing thousands nationwide as massive data centers rapidly rise from the ground. Cranes, steel beams, and heavy machinery dominate the landscape in regions from northern Virginia to rural Oregon, injecting short-term financial activity into local communities.
Eventually, however, the construction noise will give way to a steady whir or hum emitted from giant, nondescript buildings packed tight with server racks, high-speed cables, and advanced cooling systems. When the cement dries and the heavy equipment departs, a fundamental economic question remains: What happens next?
That uncertainty is currently vexing economists, municipal leaders, and county planners alike. The long-term outlook for whether data centers will meaningfully boost regional economies after construction subsides remains fuzzy at best. A sprawling site that generated thousands of construction jobs for several months or a few years may ultimately employ only several hundred or even fewer workers on a permanent, long-term basis.
Even so, a dedicated operational workforce will always be required to keep these high-tech fortresses humming. Recognizing this operational bottleneck, the very tech corporations constructing the data centers are playing an increasingly hands-on role in training the people who will run them. Industry giants such as Microsoft, Amazon, Google, and Oracle are partnering with local higher education institutions to mint data center technicians and skilled trades workers, dangling the promise of secure, in-demand employment.
"It’s those mid-level jobs — the server technicians, the hardware technicians, those that have to maintain the infrastructure," said Scott Adams, an economics professor at the University of Wisconsin-Milwaukee. "There are hundreds of those jobs that are necessary, and those jobs need training because, in a sense, nobody has kind of done this explicit job before."
These specialized training programs have quietly established themselves in practically all corners of the United States. Columbus State Community College in Ohio offers a dedicated data center technician program in partnership with Amazon Web Services. In the Southwest, New Mexico State University and the University of New Mexico collaborate with Oracle Academy. Further north, Gateway Technical College in Wisconsin serves as the home for a fully integrated Microsoft Datacenter Academy, mirroring similar initiatives spanning the globe.
Despite the profound potential benefits of these workforce initiatives for local communities, they are often publicized only lightly through a smattering of press releases or quiet updates posted online. Major tech companies, including Google, Oracle, and Microsoft, either declined to comment or did not respond to interview requests from reporters. This quiet approach comes at a time when these corporations are encountering mounting resistance from local residents and neighborhood groups regarding the rapid, resource-intensive construction of new data center facilities.
Yet for individuals looking for a reliable career path, the programs offer a life-changing entry point. Louis Maxcy, a 30-year-old resident of northeastern Oregon, is among a growing number of data center technicians whose careers were jumpstarted by a scholarship-funded training initiative. Maxcy began coursework in September 2025 at Blue Mountain Community College, an institution that maintains a strategic partnership with Amazon Web Services.

The tech giant hired Maxcy in the spring while he was still progressing through his coursework, providing him with the vital cooperative work experience required to complete the program. By June, he graduated with an official certificate and a secure, full-time job.
Today, Maxcy drives less than 10 minutes from his home in Umatilla to an AWS data center in his own backyard. The regional economy in northeastern Oregon has historically been largely agricultural, with a state prison serving as the area’s largest traditional employer.
"There’s always been a stigma in this area that if you want to be successful, you need to leave," Maxcy observes. He notes that his career trajectory is concrete proof that the narrative has shifted, allowing local residents to build prosperous futures without relocating to major metropolitan tech hubs.
The nationwide frenzy surrounding data center development has dominated headlines for months, fueled by massive corporate capital investments and intense public scrutiny regarding power consumption, water usage, and noise pollution. Market research data compiled by Data Center Map, which has tracked the sector since 2007, indicates that there are more than 4,700 active locations across the United States. The largest clusters are heavily concentrated in states like Virginia, Texas, Ohio, California, Georgia, and Illinois.
Data from the U.S. Census Bureau estimates that overall employment within data centers surged by more than 60 percent between 2016 and 2023. However, the exact number of sustained, day-to-day operational jobs inside individual facilities can vary significantly depending on the scale and automation level of the site.
Even with automation playing a growing role, training programs are scrambling to bridge a widening skills gap as data centers multiply at a breakneck pace. Companies need qualified, trusted personnel on-site to handle physical maintenance and technical oversight.
Amazon Web Services, a cloud computing pioneer that traces its roots back to 2006, relies heavily on technicians who understand both computer hardware and complex building operations, according to Nicholas Lee-Romagnolo, the company’s principal for workforce and economic development. These positions require a dynamic blend of technical capabilities in an environment that undergoes constant transformation.
"Those servers change all the time. The fiber changes all the time," Lee-Romagnolo said. "Everything inside the data center is constantly being upgraded, especially in Amazon Web Services’ data centers. So we have to make sure that curriculum isn’t 3 years old — that it’s constantly being updated to serve the present need."
That operational reality is precisely why tech companies have leaned so heavily on community and technical colleges to design and deliver the required instruction.

Last fall, Gateway Technical College in Racine, Wisconsin, launched its Microsoft Datacenter Academy, joining dozens of similar programs worldwide. While Microsoft declined to speak directly about the initiative, its corporate recruitment materials describe the academy as a community skilling program that collaborates with local education partners to establish clear pathways into the broader tech sector.
The timing and geographic placement of the Racine academy were strategic. In June, Microsoft officially opened its first major data center in the Village of Mount Pleasant, situated squarely between Milwaukee and Chicago within Racine County. Construction on a second, adjacent facility is already well underway, promising a sustained local footprint.
Students enrolled at Gateway can complete a targeted sequence of four courses over two semesters—covering IT Tech Skills, Hardware and Software Support, Server Technologies, and Data Center Technician training—ultimately earning a recognized Microsoft Data Center Certificate.
If the coursework sounds far more practical and skills-based than abstract or theoretical, that is entirely the intention. Visitors stepping into a campus classroom will frequently find students peering directly into the mechanical and digital organs of standalone computers and enterprise-grade servers, explained Mark Kappes, dean of Gateway’s Business and Workforce Solutions and its School of Manufacturing, Engineering, and Information Technology.
These hands-on programs are explicitly designed to prepare students to transition immediately into roles as data center technicians, IT support specialists, cloud infrastructure associates, or facilities operation technicians. Hyperscalers and smaller enterprises alike rely on these workers to monitor hardware, swap out failing components, troubleshoot complex network glitches, and safeguard overall facility operations.
By the end of May, 14 students had successfully earned the Microsoft Data Center Certificate, while another 206 were actively enrolled in the pipeline, according to Kappes. Recent high school graduates and mature adults seeking a complete career pivot have shown intense interest, largely driven by scholarship funding provided by Microsoft. These financial awards cover the program’s $2,277 tuition as well as approximately $760 in required books.
Another major selling point is the direct and rapid path to employment within an explosive economic sector. Graduates can pivot straight into the paid workforce, continue pursuing an advanced degree, or successfully manage a combination of both.
"It has Microsoft’s name on it, and Microsoft is sponsoring scholarships for it, but it’s not necessarily to drive people or students or graduates to Microsoft," Kappes emphasized. "It’s for the general community’s well-being."
Community pushback against proposed data centers frequently centers on the perceived negative externalities versus the long-term local benefits of greenlighting massive industrial tech projects. A policy report published earlier this year by the Brookings Institution urged local governments to leverage their negotiating power during contract talks with tech firms, pushing for guaranteed investments in local workforce development that can foster a sustainable, self-updating tech economy.

"We’ve seen workforce training just pop up organically in the wild," said Mark Muro, a co-author of the Brookings report. "The next step is for this to become a kind of standard part of negotiations."
Steven Zylstra, president and CEO of the Arizona Technology Council, sees clear parallels between the data center boom and the semiconductor industry, which has spent years forging alliances with community colleges to secure a steady talent pipeline. In Arizona, institutions like Maricopa Community Colleges maintain active partnerships with Intel to train manufacturing facility technicians and with Microsoft to prepare data center personnel.
"The demand is growing, and obviously companies know exactly what they need," Zylstra noted. "When they develop these internal programs, get what they’re expecting."
A central question for incoming students is whether these programs will fully deliver on their economic promises. Data center training offers a pragmatic entry point to modern employment with livable wages and standard benefits, particularly for individuals who hold little interest in pursuing a traditional four-year university degree or lack the financial means to do so.
Data compiled from thousands of recent job postings on Indeed indicates that the average wage for a data center technician sits at approximately $32 an hour, translating to roughly $66,000 annually. Supervisory positions and specialized technical roles can easily command six-figure salaries, though those positions often require additional credentials or extensive experience.
Even so, industry analysts suggest that students carefully evaluate the portability of the skills they acquire and consider whether rapid advancements in artificial intelligence might eventually render specialized knowledge obsolete.
Chad Knights, chief academic officer and vice president of academic affairs at Northern Virginia Community College, believes his institution’s students are well insulated against sudden technological shifts. He notes that NOVA’s curriculum—developed in tandem with AWS and other corporate partners—is intentionally broad and adaptable.
"It’s a very AI-resilient role," Knights said, pointing to the hands-on nature of physical hardware maintenance, infrastructure management, and manual troubleshooting. "Pero even if it does become subject to some level of automation, those individuals have their hand in no less than four different trades: plumbing, HVAC, electrical, and fiber."
Adams, the University of Wisconsin-Milwaukee economist, agreed that the modern tech economy appears to be shifting away from rigid, title-based occupations and moving toward a framework that prizes versatile skill sets, where an employee might seamlessly blend traditional mechanical trades with modern digital infrastructure management.

"We’re kind of at the beginning of the railroad," Adams said. "We’re just laying some tracks … and I think nobody could envision 150 years ago how that would change the economy and the new jobs that would be created."
For Maxcy, the day-to-day reality in Oregon offers continuous learning opportunities. Every shift brings fresh technical hurdles to clear and new efficiencies to discover while maintaining the servers that power cloud networks. He spends his days monitoring, troubleshooting, and repairing hardware, frequently debriefing with colleagues on alternative teams to share insights.
"We can kind of compare notes and talk about how we can grow as technicians from what the other person is learning," he said.
Maxcy originally envisioned a career in computer science, earning two associate degrees before ultimately deciding to pivot into the specialized data center training program because it offered a more direct and viable pathway to employment. He now views his daily work as a modern equivalent of a traditional trade.
"In a lot of ways, I feel like I’ve made it," Maxcy said, reflecting on a long-term future with Amazon Web Services. "I feel like I’m comfortable, and I have a good, sustainable income to thrive in this area."