Pennsylvania’s data center boom is not just a tech story; it is an economic one. A new study projects the fast-growing sector could inject roughly $12 billion into the state’s annual economy and support about 19,400 jobs by 2036. That total blends a years-long construction surge with thousands of permanent operations roles across the commonwealth, positioning Pennsylvania as a potential manufacturing and energy hub for the cloud.
The report, titled Pennsylvania Builds the Cloud and prepared by Mangum Economics, was released at the PA Data Center & Energy Innovation Summit, according to the Pittsburgh Technology Council. Buchanan Ingersoll & Rooney, a sponsor of the study, also laid out the projections and the report’s assumptions. Both organizations say those big numbers depend heavily on continued grid upgrades and a workforce ready to build and run these facilities.
How the study breaks down
Mangum’s analysis projects that Pennsylvania’s data center capacity will jump from about 182 megawatts today to more than 7,300 MW by 2036; roughly a 4,000 percent increase. The decade-long buildout is expected to support about 8,500 skilled construction jobs each year and create nearly 8,300 permanent operations positions. Together, those roles are projected to generate about $12 billion in annual in-state output and roughly 19,400 total jobs by 2036, figures reported by the Pittsburgh Business Times.
Grid pressure and policy guardrails
The scale of growth envisioned in the report lands just as utilities and regulators are pushing for guardrails so that interconnection and upgrade costs do not end up on everyday ratepayers’ bills. In March, PPL and a coalition of intervenors proposed large-load rules intended to require hyperscale customers to shoulder more of the cost of upgrades, an agreement summarized in PPL Cuts Deal. At the same time, fights over new pipelines, additional gas generation, and conversion of older plant sites are drawing local resistance that could drag out the construction timeline.
Who stands to gain
The report argues that Pennsylvania’s manufacturing muscle and export record give it a unique edge. For 2024, the study counts roughly $14 billion in data-center-related manufacturing exports to the PJM region. Audrey Russo, president and CEO of the Pittsburgh Technology Council, told the summit that Pittsburgh didn’t wait to be discovered and said local manufacturers and tradespeople are already gearing up for the work, according to the Pittsburgh Technology Council. The authors say that supply-chain and factory jobs could be a major way to spread the benefits beyond the data halls themselves, if projects move from proposal to steel in the ground.
What to watch next
Analysts caution that the headline forecasts only become real if projects actually get built and utilities secure signed power agreements. Many items in interconnection queues never make it to construction. Local reporting has highlighted a wide gap between interconnection requests and actual deals in PPL territory, a contrast officials say the proposed large-load rules are meant to fix, according to data center power grabs. The study’s sponsors also stress that grid modernization, workforce training, and clearer permitting processes will shape whether the projections turn into durable jobs and tax revenue, per a sponsor press release from Buchanan Ingersoll & Rooney.
If those conditions fall into place, Pennsylvania could anchor major chunks of the nation’s AI and cloud infrastructure while funneling work to shop floors and construction sites across the state. The catch is that turning glossy announcements into operating data centers will require tough calls on power supply, permitting, and who ultimately picks up the tab for all that new capacity.
