Meta Makes $115M Bet on Construction Labor Pipeline for AI Data Centers

Meta Platforms and Associated Builders and Contractors have launched a $115-million workforce initiative to train data center construction workers as labor shortages emerge as a key challenge in the AI infrastructure buildout.
Called America’s Workforce Academy, the program will begin in Indiana, Louisiana, Ohio and Texas. Participants accepted into the program will receive a conditional job offer from a Meta contractor partner before training begins, according to program materials. Contractors who have worked on Meta data centers include Turner Construction Co.and Clayco, Inc.
Meta and ABC said participants will receive scholarships, travel assistance, housing and living stipends while completing five weeks of career-readiness, safety and craft training.
Meta described the academy as an initial $115-million, first-year investment that it is fully funded and said participants will earn National Center for Construction Education and Research credentials while training for careers including electrical, mechanical, plumbing, welding and fiber installation work.
The company said graduates will receive guaranteed job offers from participating contractors and has called the initiative the largest private-sector skilled-trades training commitment tied to a job guarantee in U.S. history.
“The AI infrastructure we’re building today requires an incredible workforce to make it a reality,” said Rachel Peterson, vice president of data centers at Meta. “America’s Workforce Academy is our commitment to building that workforce with the same ambition and long-term thinking we bring to the technology itself.”
The initiative comes as contractors and owners race to add capacity for artificial intelligence computing, cloud services and digital infrastructure. Data center construction spending reached a seasonally adjusted annual rate of $50.7 billion in April, up 28.1% from a year earlier, according to Associated Builders and Contractors analysis of U.S. Census Bureau data.
Workforce shortages remain a persistent challenge across the construction industry. Associated General Contractors of America surveys show more than 90% of contractors report difficulty finding enough qualified workers to hire.
Brian Turmail, vice president of association and industry image for AGC of America, said labor shortages are affecting data center construction differently than many other market segments because owners are often willing to pay a premium to keep projects on schedule.
“The biggest impact of construction labor shortages on data center projects is that it has increased labor costs for these types of projects,” Turmail told ENR in an email. “Data center operators are typically willing to pay a premium to ensure their projects remain on schedule.”
Those higher wages can ripple through other sectors, he added. One highway contractor recently told AGC that dump-truck-driver pay in his region had doubled as workers were drawn to nearby data center projects.
Speaking at an Axios event in March, Meta President and Vice Chairman Dina Powell McCormick said the United States may ultimately need roughly 500,000 electricians to support projected AI infrastructure growth.
Academy Targets Major Meta Buildout Markets
The academy will operate through ABC chapter training centers in Baton Rouge, La.; Columbus, Ohio; Indianapolis; and Houston. The locations align with several Meta data center developments ENR has previously covered.
In Louisiana, Meta’s Hyperion campus in Richland Parish is expected to require more than 5,000 skilled trade workers at peak construction and has spurred major utility investments across the state.
In Indiana, the company is building an $800-million data center in Jeffersonville while advancing plans for a separate $10-billion AI campus near Indianapolis expected to employ more than 4,000 construction workers during peak activity. Ohio is home to Meta’s New Albany data center operations, while Texas hosts facilities in Fort Worth and Temple as well as a newly announced AI data center project in El Paso.
The academy also builds on Meta’s broader workforce-development efforts. CBRE is serving as the primary program manager for America’s Workforce Academy, overseeing candidate recruitment, screening, onboarding and training administration.
Meta said it currently has 27 data centers operating or under construction in the United States and that its data center development program has supported more than 45,000 construction jobs since 2011.
“America needs hundreds of thousands of skilled tradespeople—electricians, mechanics, fiber technicians and more—and this program creates clear, accessible pathways into those careers,” Peterson said.
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