You’ve seen the headlines. “Amazon opens new data center, creates 500 jobs!” “Google invests $2 billion in rural county.” The ribbon cuttings, the smiling mayors, the promises of a new economy. It sounds like a lifeline for struggling communities. But here’s what they don’t tell you: that $2 billion facility might only give your local workers a 1% raise—and you’ll be paying for it in tax breaks for the next 30 years.
According to a new study from Georgia Tech’s Scheller College of Business, researchers Yue and Zeng tracked the actual economic impact of data centers across U.S. counties. Their findings are sobering. Over the first three years after a data center opens, host counties see employment rise by about 0.9%, wages by 1.1%, business establishments by 1.0%, and household income by 0.7%.
These are not the numbers of a revolution. They’re the numbers of a statistical blip.
A 1% wage bump is not a local economic revival. It’s a rounding error dressed up in a ribbon cutting.
Let’s dig into why that matters. Data centers are not factories. They don’t employ hundreds of assembly-line workers. A typical hyperscale data center might have a permanent staff of 30 to 50 people—mostly engineers and security. The rest of the economic “lift” comes from construction workers during the build phase, and from indirect spending: local hotels, restaurants, gas stations. That’s it. And once the construction crews leave, the permanent jobs are few.
So why do local governments fall over themselves to offer massive tax abatements, infrastructure subsidies, and even land grants? Because the tech industry has mastered the art of the “economic impact” press release. They promise thousands of construction jobs (temporary), a few hundred permanent jobs (mostly not local), and a vague “catalyst for growth.” The study shows that the growth is real but tiny—and it comes at a cost.
Take one typical example: a county in the Midwest offered a 30-year, 80% property tax exemption to attract a major cloud provider. In exchange, they got a 1.1% wage increase for the local workforce. Over three decades, the county will forgo hundreds of millions in tax revenue. That money could have funded schools, roads, or public health. Instead, it’s a subsidy for a company that earned $10 billion in profit last quarter.
We’re trading our tax base for a rounding error, and calling it progress.
But here’s the twist that the study doesn’t emphasize enough: the wage and employment bumps are a byproduct of the construction phase, not the data center itself. Most of the new jobs last only as long as the concrete is wet. Once the facility is live, the economic boost fades. The researchers note that the overall impact becomes “diminished over time.” That means the long-term cost—the tax breaks—continues long after the temporary benefit is gone.
If you’re a resident in a county considering a data center deal, you’ve probably been told it’s a “game-changer.” It’s not. It’s a calculated trade: you give up a slice of your future tax base for a modest, short-term economic bump. The question is whether that trade is worth it. For a town that’s desperate for any job, maybe it is. But let’s stop pretending these facilities are economic saviors. They are not.
The tech industry loves data centers because they are cheap to run (with your tax breaks) and easy to automate. The only thing growing faster than the number of data centers is the public relations spin about their “community benefits.” Next time you see a headline about a data center creating jobs, ask: how many permanent jobs? For how long? And what did we give up to get them?
If a 1% wage bump is the best you can offer, don’t call it a win. Call it what it is: a lease on a statistical illusion.
FAQ
Q: Don't data centers create thousands of construction jobs?
A: Yes, but those are temporary. Construction jobs last 1–2 years, then the permanent staff is typically under 50 people. The study measures the net effect, including the temporary bump, and still finds only a 0.9% employment increase after three years.
Q: So should towns never offer tax breaks to attract data centers?
A: Not necessarily. The trade can be worth it if the town has no other options and the construction phase provides a real short-term boost. But the decision should be based on realistic numbers, not inflated promises. Towns should negotiate shorter breaks or claw-back clauses if job creation falls short.
Q: What about the indirect effects like more local spending?
A: The study accounts for that—the 1.1% wage increase includes spillover effects. But those effects are small and often temporary. The real question is the long-term cost of the tax breaks relative to the short-term gain. In most cases, the math doesn't favor the town.