By Doug Kelly:
Critics of data centers frequently wave off the economic impact of these facilities, calling it hype and asserting that jobs and benefits to working families never materialize.
But tell that to the teacher in rural Richland Parish, Louisiana, who just received a $50,000 bonus check due to soaring local sales tax revenue since construction began on its data center. Richland’s gains are not an isolated example. Here is a sample of how states, communities, and working families are directly benefiting from the data center dividend as we build out America’s artificial intelligence (AI) infrastructure.
Tax Revenue That Funds Schools and Cuts Household Bills
- $50,000 teacher bonuses in Louisiana. Construction at the incoming Meta Data Center in Louisiana’s Richland Parish has boosted sales tax revenues by 2,000 percent, allowing teachers to receive bonuses of $17,000 to $50,000 this year. Roughly one-in-four Richland Parish residents live below the poverty line, and local leaders openly hope the windfall draws top teaching talent to the district.
- A decade of tax cuts in Virginia. Loudoun County has lowered its real property tax rate every single year for a decade because data center revenue now funds roughly half the local budget. It also dropped the car tax rate and eliminated its vehicle registration fee. Strip that revenue out, and the typical homeowner’s tax bill would jump by about $5,800 a year.
- Direct public school funding in Ohio. Google’s new $500 million data center in Lima, Ohio, will pay Elida Local Schools $250,000 a year in lieu of taxes, on top of $50 million toward local infrastructure.
- Financing for new public schools. Mecklenburg County, Virginia, is financing a multi-school construction program of more than $90 million on a tax base strengthened by Microsoft’s data centers.
- Schools and water systems in Georgia. Georgia data centers generate an average of about $28 million in annual property tax revenue per project, and counties are using it to build new schools and rebuild aging water infrastructure they previously could not afford.
Jobs and a Skilled-Trades Pipeline for American Workers
- Training the next generation of tradespeople. Meta’s $115 million America’s Workforce Academy launched a four-state pilot program that offers a free, five-week skilled trades course that comes with a guaranteed job for graduates. Airfare and lodging costs are also included. Google’s Skilled Trades and Readiness program in Kansas City has graduated nearly 130 workers, most now employed in construction and the trades.
- Paid pre-apprenticeships from Amazon. Through its AWS Information Infrastructure Pre-Apprenticeship, Amazon pays students and job seekers to train for cloud infrastructure roles, from data center technician to fiber optic splicer, and the company’s new $3 billion Warren County, Mississippi campus pairs a standing community fund with workforce programs that have already trained more than 6,500 Mississippians.
- Construction work at scale. Across all its U.S. data centers, Meta’s development program has supported more than 45,000 construction jobs since 2011, with a single planned Indianapolis campus expected to employ more than 4,000 construction workers at peak.
- Community college partnerships that lead to careers. Microsoft launched Wisconsin’s first Data Center Academy with Gateway Technical College, offering scholarships, internships, and job pipelines, while Amazon has committed more than $700,000 in scholarships to the Blue Mountain Community College Foundation in Oregon, helping students who might not otherwise pursue the program. As BMCC engagement officer Leah Gadsden put it, Amazon has “enabled so many students not just to get a job, but a real career.”
Long-Term Local Investment and Ongoing Community Grants
- $300 million invested in critical infrastructure. Beyond the tax revenue, Meta expanded its local commitment in Richland Parish to more than $300 million for roads, water, and wastewater systems, plus $300,000 for public parks and community sites across Rayville, Delhi, and Mangham.
- A long-term skills commitment from Google. Google launched a $75 million AI Opportunity Fund to help more than one million Americans learn essential AI skills, with a focus on the rural and underinvested communities where it builds.
- Watershed and STEM investment from Microsoft. In Racine County, Wisconsin, Microsoft is funding watershed restorationalongside STEM education, digital literacy, and adult upskilling through a United Way partnership.
- An annual grant program, not a one-time check. Every year, Meta’s Data Center Community Action Grants fund local priorities set by schools and nonprofits; the 2026 round awarded 328 grants, part of more than $94 million distributed since the program began. It recently expanded to seven new cities, including Bowling Green, Ohio.
These data center dividends are neither hype nor hypothetical. They are checks in teachers’ hands, lower tax bills, new schools, and good-paying trade jobs landing in real communities right now. While community input on data centers is important, racing to ban or freeze this game-changing technology is actually doing communities and workers a disservice. Leaders should not hastily slam the door shut on the biggest economic opportunity to reach them in a generation.
AI is America’s modern-day moonshot moment. The communities that embrace building our AI infrastructure are not just helping America win the future, but also building a brighter one for their own children and working families.