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How states are competing in the data center gold rush

16 Dec 2025

Transcription

Chapter 1: What is driving the competition among states for data centers?

1.516 - 30.561 Megan McCarty Carino

States are lining up to give tax cuts to data centers. From American Public Media, this is Marketplace Tech. I'm Megan McCarty Carino. Tech giants are estimated to have spent almost $400 billion in capital expenditures this year, mostly to build data centers for AI.

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31.202 - 55.338 Megan McCarty Carino

Just one of these massive facilities can have a price tag in the billions of dollars, and many states want in on that spending spree. 37 states have some sort of incentive program to attract data centers with the hope of bringing a boost to their local economies. They're giving away hundreds of millions in tax exemptions, according to the National Conference of State Legislatures.

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55.999 - 72.303 Megan McCarty Carino

Many of these policies predated the AI boom, but the current data center frenzy has intensified the competition and concerns about whether states will see a payoff. We spoke with Nicholas Miller, policy associate at NCSL, to learn more.

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72.363 - 81.478 Nicholas Miller

These tax incentives are a sort of broad term, and it covers a lot of different sort of favorable tax treatments that states are offering to data centers.

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Chapter 2: How do tax incentives for data centers vary across states?

81.999 - 106.522 Nicholas Miller

So sales and use tax in 37 states. Then in at least 11 states, that sales tax exemption actually extends to the electricity as well. I think that's becoming a hotter topic about data centers in general. Then in five states, we also see some sort of a property tax abatement. And those can be a little more complicated. But in general, it's going to be a partial property tax abatement.

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106.862 - 125.162 Nicholas Miller

So no state is completely forgiving the property taxes that these data centers would play. And we know from a few states that have evaluated those incentives that they can add up to be quite a lot of money. So in Virginia, in fiscal year 2023, it was about $980 million in tax incentives awarded to data centers.

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125.632 - 133.007 Megan McCarty Carino

And so among those, which are sort of the most attractive and what states are sort of going the hardest on this?

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Chapter 3: What are the economic benefits of data centers for local communities?

133.528 - 157.006 Nicholas Miller

The upfront incentives, that incentive for the computers and some states offer incentives for the construction of the data center as well. so you're not going to pay a sales tax on even the concrete for the walls of the data center. I think that electricity exemption is pretty important as well because once these data centers are operational, they have really tremendous energy needs.

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157.928 - 180.736 Nicholas Miller

In terms of the states that are going the hardest, it varies from state to state the exact makeup of the incentive. I think we know the most data centers are in Virginia, Texas, and California. But in some of the states maybe where there was not so much data center construction previously, they're leaning more into different strategies.

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180.936 - 197.573 Nicholas Miller

So we've seen in Mississippi, the state is actually investing grants in workforce training to upskill local residents to work at the data centers even. So beyond just tax incentives, I think some of the states that were not previously these data center destinations are looking to get in on the action.

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198.093 - 202.652 Megan McCarty Carino

And so what do states get out of these deals? What are they asking for in return?

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202.902 - 223.821 Nicholas Miller

I think one of the big goals of these incentives are jobs. We see that very often that these data centers will hopefully bring jobs to local communities. And I think evaluations of these incentives have found that yes, they do create jobs, but mostly at the beginning when the data center is being constructed.

223.861 - 235.962 Nicholas Miller

There are a lot of construction workers, a lot of contractors, and then once the data centers are actually operational, It is fewer people who are working there, often on the order of 20 or 50.

Chapter 4: How do states ensure job creation through data center incentives?

237.005 - 261.039 Nicholas Miller

And then capital is another big component of that. These data centers can cost hundreds of millions or billions of dollars. And I think states want that to sort of come to their communities. And especially when the data centers are being built, oftentimes they are hiring local firms. So a local construction company, again, a local concrete manufacturer.

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261.44 - 274.54 Nicholas Miller

And if those billions of dollars are sort of benefiting local industries, I think that's very attractive. And then a benefit that we hear less about but I think actually might be the most significant in the long term are property taxes.

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275.041 - 292.427 Nicholas Miller

Data centers are these very expensive facilities, and in the states where the property taxes are not abated, they are paying just millions a year in property taxes to support local cities and school districts. And in Loudoun County, Virginia, which is a suburb of Washington, that's data center alley.

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292.848 - 304.651 Nicholas Miller

The county estimates that half of all of their property tax base is coming just from data centers now. So I think long term, a lot of communities are looking at these data centers potentially as a revenue stream.

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305.653 - 317.745 Megan McCarty Carino

We'll be right back. You're listening to Marketplace Tech. I'm Megan McCarty Carino. We're back with Nicholas Miller, policy associate at the National Conference of State Legislatures.

Chapter 5: What are the potential downsides of data center tax incentives?

319.168 - 335.374 Megan McCarty Carino

Tell me more about the jobs issue. What kinds of guarantees are often negotiated in these kinds of agreements or, you know, requirements for upskilling or training? Tell me more about how that figures in.

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335.354 - 354.12 Nicholas Miller

Definitely. I think states are using their incentives and they're actually structuring the incentives to sort of require that some of those jobs goals are met. So we know of at least 17 states that require the data center create some number of jobs in order to receive the tax incentive.

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354.601 - 377.993 Nicholas Miller

And that requirement can range anywhere from five jobs in Missouri and Maryland up to 50 jobs in Nevada and Louisiana. And oftentimes in a few states, we see a requirement that those jobs actually be well-paying. And that can mean anything from it must pay above a certain amount to it must pay above the area median income.

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378.534 - 394.576 Nicholas Miller

So we know in Illinois, their Department of Commerce releases a really comprehensive report of who is receiving these incentives and how many jobs they've created. And in Illinois, where the requirement is that the data centers create 20 jobs per Almost every data center has created exactly 20 jobs.

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395.197 - 412.645 Nicholas Miller

So there are jobs flowing into these communities, but I think the data centers are sort of keenly aware of the law and of the structure of these incentives, and they're exactly checking the box. It's sort of a tricky situation almost between the state law and the actual number of jobs being delivered to these communities.

413.114 - 415.376 Megan McCarty Carino

That is such a striking figure, 20 jobs.

Chapter 6: How are states addressing energy consumption by data centers?

415.437 - 438.942 Megan McCarty Carino

And I saw in some other figures that sometimes the jobs range, the ongoing jobs at these data centers range from 5 to 20. So, yeah, I mean, I think that's just an important thing to point out in terms of kind of the potential for the local economies over the long term and the tax base, what that picture looks like for these localities.

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439.783 - 465.569 Nicholas Miller

Absolutely. And I'll just add to that that states are often, in almost every state, 32 out of the 37 that offer these incentives. There is a minimum capital investment threshold to receive the incentive. And that can go anywhere from $2 million in Maryland up to $500 million in Arkansas. And so that's another way that states are trying to tap in to some of these benefits.

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465.89 - 480.853 Nicholas Miller

They're requiring the data centers invest. It's often $100 or $200 million to receive those incentives. So I do think state lawmakers and states are keenly aware of the tradeoff between offering tax incentives, but also making sure that you're delivering a benefit to the community.

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481.34 - 509.601 Megan McCarty Carino

And so even though these data centers aren't sort of bringing the kind of economic activity that might come with, say, you know, some sort of manufacturing facility, a factory or something like that, and they're offering all of these various tax cuts on different parts of the construction, it sounds like the amounts that are being spent are so high, in some cases in the billions of dollars, that it still does result in a pretty healthy revenue boost for many of these jurisdictions, right?

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510.302 - 510.402

Yeah.

510.382 - 531.782 Nicholas Miller

Absolutely. I think that is something that in the states where they are evaluating their tax incentives, they're keenly aware of the revenue tradeoffs between the tax incentives that are being sort of awarded to these data centers and then possible tax revenues coming in, maybe from the income tax that the workers are paying or sort of knock off economic benefits in their communities.

Chapter 7: What future trends can we expect in data center incentives?

531.762 - 549.838 Nicholas Miller

And again, in Illinois, where they release a lot of data, their Department of Commerce has estimated they have given away, they have forgone about a billion dollars in tax revenue to data centers, but that they've sort of recaptured $2 billion through increased property taxes and increased local taxes and things like that.

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549.818 - 567.017 Nicholas Miller

And it's a lot harder actually to measure the possible economic benefit versus the direct cost of these data center incentives. But I do think states are taking a very close look at the return on investment from these data centers, and they want to make sure that they are sort of getting the bang for their buck.

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567.638 - 587.757 Megan McCarty Carino

Now, you mentioned that some states are offering some sort of energy incentive. That's obviously a really big component for data centers. But I wonder if on the other side of things, on the flip side, are states limiting energy in any way in these agreements or making requirements of the kind of energy that these facilities use?

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587.737 - 607.461 Nicholas Miller

Absolutely. And I think we see that baked into the structure of the incentives. And so in a few states, including Illinois, they require that the data centers become either carbon neutral or that they receive some sort of green building certification within two years or five years of starting their operations.

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607.881 - 632.003 Nicholas Miller

And then I think on the incentive front, just incentives themselves, we're actually seeing the most movement around the energy piece. So in Minnesota, in June, they became one of the first states that we're aware of that actually took away part of the incentive for data centers. Minnesota no longer exempts the large data centers, the hyperscale data centers.

631.983 - 650.405 Nicholas Miller

from the sales tax exemption for electricity only. And last summer in Georgia, the legislature actually passed a bill that would pause their data center incentives across the board for two years to study the data center energy use. And that measure ended up being vetoed by the governor.

650.866 - 666.942 Nicholas Miller

But we've seen movements in some other states, including Washington and Maryland, where they want to very closely study the energy piece as well. So I think we're going to see states take a hard look at the energy consumption by these data centers and potentially restructure their incentives accordingly.

667.642 - 683.068 Megan McCarty Carino

That was Nicholas Miller at the National Conference of State Legislatures. Daniel Shin produced this episode. I'm Megan McCarty Carino, and that's Marketplace Tech. This is APM.

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