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The $3 Trillion Question Nobody's Asking About Texas Data Centers


Here’s the number that should worry every general contractor building in Texas right now: JLL’s latest North America report puts the state’s underconstruction data center capacity at 6.5 gigawatts, more than Virginia’s 4 GW currently under development and enough to put Texas on track to overtake Virginia as the world’s largest data center market by 2030. Nearly twothirds of all data center construction underway in North America right now is happening outside the traditional hubs and Texas is the single biggest beneficiary of that shift.
That is not a projection built on announcements. It is active construction, tracked against a pipeline that JLL says is almost entirely pre-committed by investment-grade tenants. The top five hyperscale’s alone have announced $710 billion in 2026 capital expenditure. So the demand side of this story is not in question. What is in question is whether the market can actually build it. The projects are real. The execution risk is where it gets interesting. Take Vantage Data Centers’ Frontier campus in Shackelford County: $25 billion, 1.4 GW, ten buildings across 3.7 million square feet, tied directly into the Oracle and OpenAI Stargate buildout. Ground has broken, the first building is scheduled to go live in the second half of this year and the project is expected to employ more than 5,000 people across construction and operations. This is the kind of project where MEP execution, not permitting, not land, decides whether the schedule holds. Then there is Fermi HyperGrid outside Amarillo: an 11 GW, 18-million-square-foot campus positioned as potentially the largest energy-and-AI complex in the country. The headline numbers are enormous, but for a GC or subcontractor deciding where to commit crews, the headline is not the whole picture. In the span of one week this past April, Fermi’s CEO and CFO both stepped down and the company is now facing a federal securities fraud class action tied to a stock drop following the loss of its first anchor tenant, a $150 million contract canceled in December. Fermi’s market capitalization has fallen from roughly $20 billion at IPO to around $3.4 billion. I raise this not to criticize an ambitious project, but because it illustrates exactly what gets overlooked when everyone chases the gigawatt figure instead of asking who is actually capitalized to pay for the work. MEP subs and GCs need to underwrite a developer’s financial position with the same rigor they apply to power and water studies because a stalled tenant relationship or a leadership shakeup can freeze a schedule as fast as a failed commissioning test. The real constraint is the trade base The construction industry needs roughly 439,000 to 499,000 additional workers in 2026 to keep pace with current demand, according to ITIF and data centers are the single biggest driver of that gap. Electrical work alone accounts for 45% to 70% of total data center construction cost, per IBEW, meaning the electrician shortage is not one trade problem among many; it is the load-bearing constraint on the entire build. Industry estimates put the number of new electricians needed to meet AI-driven data center demand north of 300,000, against roughly 20,000 electricians retiring every year and an apprenticeship pipeline of four to five years that cannot compress to match hyperscale timelines.Everyone is covering the gigawatts. Almost nobody is covering the crews.