When a data center is proposed in a community, the first questions citizens often ask are: “How many jobs will it bring?” “Will it help or hurt our tax base?” “Is this a good deal for our county?” These questions are entirely reasonable—local residents want to know whether a massive industrial-style building consuming significant power, occupying valuable land, and receiving tax incentives will truly benefit their community in tangible ways. Understanding the economic reality of data centers is essential for Spartanburg County as it evaluates recent proposals and navigates growing public debate. This article provides a realistic, balanced view of the economic impact—both the benefits and the limitations—so the community can make informed decisions grounded in facts rather than assumptions.

The most common misconception about data centers is that they generate a large number of permanent jobs. In reality, they do not. A typical hyperscale facility may cost between $500 million and $1.5 billion to build, but once operational, it may employ only 20 to 60 full-time workers. These roles usually include site managers, network engineers, security staff, mechanical and electrical technicians, and maintenance personnel. The jobs themselves tend to be well-paid and technically skilled, but the overall number is small compared to traditional industrial projects such as automotive plants, distribution centers, or manufacturing facilities. This creates an immediate question in the minds of citizens: If job creation is limited, why should we provide incentives or support the project at all?

The answer lies in the broader economic impact rather than direct employment alone. The construction phase of a data center is substantial—lasting 18 to 36 months and involving hundreds or even thousands of contractors. Local construction companies, electricians, welders, fiber installers, HVAC specialists, and heavy equipment operators all benefit directly. These wages circulate through the community as workers spend money at local businesses, restaurants, and shops. For counties like Spartanburg with a strong labor base in industrial construction and infrastructure, data-center projects can provide a major infusion of short-term economic activity.

Another key economic factor is the tax base—particularly property taxes. Data centers are capital-intensive, meaning they involve significant investment in land, buildings, and equipment. Even with incentives such as fee-in-lieu-of-tax agreements (FILOTs) or partial abatements, the long-term property tax revenue from a data center can be substantial. Because the physical structure and equipment are extremely valuable, they generate a steady stream of tax payments for decades. Over time, this revenue can support schools, public safety, county operations, and infrastructure improvements. Communities often find that even discounted tax rates produce more revenue from a data center than from many other types of industrial developments.

However, the structure of incentive agreements matters greatly. If incentives are too generous or last too long, the community may not receive meaningful revenue in the early years. If incentives are structured only around short-term goals without considering long-term community benefit, residents may feel they are carrying the risk while developers reap the reward. This is why transparency in incentive negotiation is crucial. Citizens want to understand not just the headline numbers but the timeline, the break-even point, and the projected long-term benefit to the county.

Another economic consideration is the infrastructure investment that often accompanies data-center development. These projects sometimes require new substations, upgraded electrical lines, expanded water systems, stormwater improvements, or reinforced road networks. If the cost of these upgrades is borne by the developer—or shared equitably with utilities—the community benefits through improved infrastructure capable of supporting future growth. But if these costs fall disproportionately on taxpayers or ratepayers, public resistance increases. Clear communication about who pays for what is essential.

It is also important to understand the indirect economic effects of hosting data centers. Companies looking to expand AI operations, cloud services, cybersecurity capabilities, or high-tech manufacturing often prefer regions with strong data-center infrastructure. Local colleges and universities can build new programs around cloud computing, cybersecurity, data science, and AI engineering—expanding opportunities for young people in Spartanburg County. Businesses that depend on reliable digital infrastructure view proximity to major data centers as an advantage, potentially attracting new entrepreneurial ventures and tech-driven companies. Over time, a community known for supporting advanced infrastructure becomes more attractive to a wider range of employers.

In some cases, data centers also help stabilize energy costs by providing utilities with predictable, long-term demand. Because data centers typically sign multi-decade agreements and operate 24/7, they provide a steady revenue stream that can help utilities plan investments more effectively. In theory, this can reduce cost volatility for other customers—though only if the system is managed well and new capacity is added responsibly. Citizens rightly want assurances that data-center energy demand will not trigger rate increases for households or small businesses. Open dialogue between utilities, developers, and the community is the only way to address these concerns.

Environmental and infrastructure impacts must also be accounted for in the economic equation. Noise mitigation, water usage, generator emissions, and land-use compatibility all affect the long-term value of these projects. If a data center disrupts neighborhood quality of life or strains natural resources, the economic benefits become less compelling. Conversely, if a facility uses best-in-class cooling, high-efficiency power systems, low-emission generators, and thoughtful site design, the impact can be minimal. Developers who approach community concerns with respect and transparency help ensure that economic value aligns with community expectations.

Perhaps the most underappreciated economic impact of data centers is their role in shaping the long-term competitiveness of a region. As artificial intelligence becomes embedded in every industry—manufacturing, healthcare, logistics, agriculture, retail, finance, and government—regions without modern digital infrastructure risk falling behind. Spartanburg, with its strong manufacturing base and growing innovation ecosystem, is well-positioned to compete nationally. Data centers are part of the infrastructure that will support this next era of economic transformation. Without them, local companies may face limitations in using advanced AI, cloud platforms, or high-bandwidth technologies.

Still, none of this diminishes the need for due diligence. Citizens deserve clarity on energy usage, water usage, tax structure, community benefits, job impact, and long-term sustainability. They deserve assurance that public resources will not be misused and that growth will be balanced with responsible planning. When communities receive answers to these concerns, they can evaluate proposals objectively—considering both immediate benefits and long-term economic potential.

The economic reality of data centers is neither overwhelmingly positive nor inherently negative. It is nuanced. Data centers do not bring large permanent workforces, but they bring significant investment. They do not fit traditional job-growth models, but they support the digital economy that underpins future job creation. They require substantial power and infrastructure, but they also serve as magnets for innovation and technological advancement.

For Spartanburg County, the challenge is not to accept or reject data centers outright, but to shape their development in a way that maximizes economic benefit, protects community resources, and positions the county for long-term prosperity. That requires transparency, open dialogue, rigorous analysis, and a willingness by all parties—developers, government, utilities, and citizens—to work toward a shared vision of responsible growth.