VA gave data centers a $1.54M/year tax break in 2008. In 2025: $1.9B for 1,610 new jobs.
Read a couple articles on data center & jobs - VA was the case study. Many may know all of this but just wanted to lay it all out.
The Legislation
Created in 2008 by Gov Kaine as economic stimulus measure - projected to cost $1.54M per year ($2.37M in today dollars).
The terms have been unchanged since 2008 and go through 2035; potential to extend to 2050. To qualify for a permanent sales & use tax exemption on all computer equipment: invest $150 million and create 50 jobs. No scaling with investment size. A company spending $10B gets the same exemption as one spending $150M.
By 2025 those exemptions were worth $1.9 billion to the data center industry, equal to 2% of Virginia’s entire state budget. increase of 118% in a single year. 
The jobs
In 2025 the industry added 1,610 direct jobs while reporting a tax benefit of $1.9 billion.
The break doesn’t buy jobs. It buys servers. The jobs are incidental.
If that $1.9B was invested in eduction =
~ 23,750 new teachers.
VA’s nonpartisan Joint Legislative Audit & Review Commission concluded: the exemption “does not pay for itself.” 
Current status
Senate Democrats led by Pres Pro Tempor Lucas want to end the exemption early and redirect the revenue to social programs. She’s asking for $1.6 billion. But House Dems & the Governor are siding with the AI industry to keep the exemption intact.