P Prentice
TX · Data-center jobs

Who builds Texas's
data centers?

Texas is building 20.3 GW of new data centers across 63 sites. Here is the work that means for the trades — and why there are not enough workers for it.

63 sites |20.3 GW still to build |38,922 workers at peak
Running now
3.2 GW
Still to build
20.3 GW
Total workers on site at peak
38,922
Jobs after they open
4,924
Texas data centers: running now vs. still to build
Running now: 3.2 GW Still to build: 20.3 GW Total: 23.5 GW
The bottom line

Worth training up for in Texas?

YES means the data centers will need more of that trade than Texas can spare — so they pay well, pay to train, and run overtime. NO means there are already plenty.

YES
Ironworkers
Big shortage — short about 2,951 workers
YES
Data center technicians
Lots of steady jobs — 3,447 steady jobs once they open
YES
Carpenters
Tight — needs almost all the area can spare
YES
Electricians
Tight — needs almost all the area can spare
CLOSE
Network/low-voltage technicians
Could go either way — about 1,865 to spare
CLOSE
Sheet metal workers
Could go either way — about 1,352 to spare
CLOSE
Pipefitters
Could go either way — about 6,315 to spare
CLOSE
HVAC/R technicians
Could go either way — about 5,585 to spare
NO
Welders
Plenty already — about 11,121 to spare
NO
Plumbers
Plenty already — about 8,748 to spare

"Short" means the data centers need more of that trade at the busiest point than the area has free to take on new work. Most workers stay on their regular jobs; only about 1 in 4 are free for big new projects like these.

Enough workers?

Will Texas have enough workers?

At the busiest point of the build. Bars to the left mean a shortage (good if you are in that trade). Bars to the right mean workers to spare.

just enough SHORT TO SPARE Ironworkers short 2,951 Sheet metal workers 1,352 spare Network/low-voltage technicians 1,865 spare Carpenters 1,910 spare HVAC/R technicians 5,585 spare Pipefitters 6,315 spare Electricians 7,023 spare Plumbers 8,748 spare Welders 11,121 spare
The short version

What this means if you work a trade in Texas

Texas is building 23.5 GW of new AI data centers across 63 sites. 3.2 GW is already running, and 20.3 GW is still being built. The biggest builders here are Skybox Datacenters, CoreWeave, Meta, Google.

At the busiest point, about 38,922 skilled workers will be on these sites at once, across all the trades. But the work is not split evenly — some trades will be short, and some will not. That is what decides whether it is worth training up.

Should you train up for this? It depends on the trade. In Texas, the data centers look most short on ironworkers, carpenters, and electricians. Those are the best bets right now. Here is the read, trade by trade.

Ironworkers — worth training up: YES, big shortage. At the busiest point the data centers need about 5,473 ironworkers, but only about 2,522 of Texas's ironworkers are free to take it on — the rest are busy with their regular jobs, which do not stop. That leaves Texas short about 2,951. When builders cannot find enough ironworkers, the ones already working put in overtime (bigger paychecks), and builders pay to train new people and bring in workers from other states.

Carpenters — worth training up: YES, tight. The data centers need about 6,690 carpenters at the busiest point — close to all of the ~8,600 carpenters Texas has free for this kind of work. Expect overtime, steady work, and builders willing to train.

Electricians — worth training up: YES, tight. The data centers need about 10,947 electricians at the busiest point — close to all of the ~17,970 electricians Texas has free for this kind of work. Expect overtime, steady work, and builders willing to train.

Network/low-voltage technicians — could go either way. The data centers need about 2,433 network/low-voltage technicians, and Texas has about 4,298 free for this kind of work. Enough to mostly cover it, but it will be busy, with some overtime.

Sheet metal workers — could go either way. The data centers need about 1,216 sheet metal workers, and Texas has about 2,568 free for this kind of work. Enough to mostly cover it, but it will be busy, with some overtime.

Pipefitters — could go either way. The data centers need about 4,257 pipefitters, and Texas has about 10,572 free for this kind of work. Enough to mostly cover it, but it will be busy, with some overtime.

HVAC/R technicians — could go either way. The data centers need about 2,433 hvac/r technicians, and Texas has about 8,018 free for this kind of work. Enough to mostly cover it, but it will be busy, with some overtime.

Data center technicians — worth training up: YES. Once these data centers open they will need about 3,447 data center technicians to run them, day and night. These are permanent jobs, and there are not enough local data center technicians to fill them — so they hire and train. Steady, long-term work.

These are some of the best-paying jobs you can get without a four-year degree. When a trade is short, builders run overtime and pay to train, and experienced workers can clear $100,000 a year, with health care and a pension through the union.

The building jobs run for a few years; the jobs that run the data centers last longer. Either way, a shortage is good news if you are in that trade. To start in Texas, look at the apprenticeship programs for the trade you want. Sources: a national survey of data-center building plans, plus U.S. jobs and pay data.

Every trade

Every trade, by the numbers

Is there a shortage of each trade for the data centers in Texas?
Trade Needed at peak Free to take it on Short or extra New data-center jobs Train up?
Electricians 10,947 17,970 7,023 spare 886 YES
Carpenters 6,690 8,600 1,910 spare YES
Ironworkers 5,473 2,522 short 2,951 YES
Pipefitters 4,257 10,572 6,315 spare CLOSE
Welders 3,041 14,162 11,121 spare NO
HVAC/R technicians 2,433 8,018 5,585 spare 394 CLOSE
Network/low-voltage technicians 2,433 4,298 1,865 spare 197 CLOSE
Data center technicians 1,890 short 1,557 3,447 YES
Plumbers 1,824 10,572 8,748 spare NO
Sheet metal workers 1,216 2,568 1,352 spare CLOSE
Elevator mechanics 608 340

"Needed at peak" is the most of that trade working across all the building at the busiest time. "Free to take it on" is how many local workers could move to data-center jobs — about 1 in 4 of the trade; the rest keep their regular jobs. "Short or extra" is the gap. "New data-center jobs" are permanent jobs that stay once a data center opens. "Train up?" is YES when the work needs more than the area can spare (so they pay well and pay to train), NO when there are plenty already. Elevator mechanics are left out of the verdict because their work depends on the building's design.

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The sites

Data centers in Texas (63)

Sailfish Investors - Comanche Circle (Hood County)
Sailfish Investors (Ryan Hughes, managing partner) · Unincorporated Hood County · 3 GW · permitting
Caldwell Valley Technology Park
Tract · Lockhart · 2 GW · permitting
Pecos AI Data Center Campus
Core Scientific · Pecos · 1.5 GW · under construction
Sweetwater 1 Bitcoin Mining Campus
IREN · Sweetwater · 1.4 GW · under construction
Stargate Frontier Campus (Shackelford County, TX)
Stargate / Oracle / Vantage · Albany (vicinity) · 1.4 GW · under construction
Stargate Freebird Campus (Milam County, TX)
Stargate / Oracle / OpenAI / SB Energy · Burlington (near Cameron) · 1.2 GW · under construction
Cipher Digital - Colchis Campus (Tom Green County)
Cipher Mining · San Angelo area (unincorporated Tom Green County) · 1 GW · permitting
Project Matador – Pantex Plant AI Campus (Fermi America)
Fermi America (private, adjacent to DOE Pantex Plant) · Amarillo · 1 GW · permitting
Meta El Paso Campus
Meta · El Paso · 1 GW · under construction
Stargate Abilene — expansion phases under construction (Taylor County, TX)
Stargate / multi-operator · Abilene · 1 GW · under construction
Black Mountain Fort Worth Data Center
Black Mountain Power · Fort Worth · 980 MW · permitting
Meitner Energy Center (Gray & Roberts Counties)
Google · Pampa · 840 MW · under construction
Meta - Fort Worth AI Training Campus
Meta · Fort Worth · 729 MW · operational ai
Galaxy Helios Campus (Dickens County, TX)
Galaxy / CoreWeave · Dickens (vicinity) · 526 MW · operational ai
Red Oak Campus
DataBank · Red Oak · 480 MW · under construction
DFW10 Bosque County Campus
CyrusOne · Whitney · 400 MW · under construction
KDC - Project Comal (Taylor)
KDC Real Estate Development and Investments · Taylor · 360 MW · permitting
Meta Fort Worth Campus
Meta · Fort Worth · 350 MW · operational ai

+ 45 more sites in Texas.