AI data center developers have been talking up the construction jobs their projects create - and going quiet on what happens after the ribbon-cutting, according to a year-long Senate investigation.
Investigators found that while developers readily tout construction-phase hiring, many refused to share how many permanent jobs survive once a site goes operational. The few companies that did provide numbers pointed to a ratio of about one permanent job per megawatt of capacity, meaning a 100-megawatt site - which draws roughly as much power as 100,000 homes - might employ only 100 people long-term. The report also found that sales-tax exemptions on servers and GPUs, not the property-tax breaks that usually draw scrutiny, are the more lucrative giveaway, since operators are constantly replacing and upgrading hardware. Senators reviewed seven major operators - Amazon, Google, Meta, Microsoft, CoreWeave, Digital Realty, and Equinix - and found that despite earlier promises to "pay their own way," the companies want to cover only their direct connection costs, not the new power plants and transmission lines their demand is forcing utilities to build.
That math matters because GPUs reportedly account for 39% of spending at a 1-gigawatt data center, so the tax breaks attached to that hardware represent real money for the states granting them - money that's harder to justify if the promised jobs never show up. Senator Elizabeth Warren said, "Congress must hold Big Tech accountable so these companies pay their fair share," and Senator Chris Van Hollen added that local communities are "footing the bill for Big Tech's massive expansion of data centers" without transparency.
Congress already tried turning the industry's own "pay your own way" pledge into binding law this year and senators scrapped it as toothless; this report looks like the opening argument for a tougher version.