An information resource for the Commonwealth of Kentucky

Jobs & Workforce

How many jobs do they create?

Data centers create a large, temporary construction workforce and a smaller, well-paid permanent operations workforce. Both are real; conflating them is the usual mistake.

01The concern

The concern

Some announcements emphasize construction employment in a way that implies permanent jobs. Residents want an honest split between the two, and clarity about whether local workers and contractors actually get the work.

02What the data says

What the data says

  • Construction phases for large campuses can employ hundreds to thousands of skilled trades workers over multiple years — electricians, pipefitters, ironworkers, operators, concrete crews.
  • Permanent operations staffing is much smaller relative to capital investment: technicians, electrical and mechanical staff, security, network operations and facilities management.
  • Permanent roles typically pay above regional median wages and often do not require a four-year degree, which matters in counties with limited high-wage employment.
  • Indirect and induced employment — suppliers, maintenance contractors, local services — is real but should be reported with its methodology, not as a headline multiplier.

03What responsible development looks like

What responsible development looks like

  • State construction and permanent employment separately, with wage ranges for each.
  • Set local and regional hiring goals with reporting, not aspirations.
  • Partner with KCTCS campuses, apprenticeship programs and local trades on a training pipeline before construction begins.
  • Give local contractors real access to bid packages.
  • Report actual employment annually against what was projected.

04Kentucky context

Kentucky context

Kentucky's manufacturing base gives it an unusually deep pool of industrial electrical, mechanical and maintenance skills that transfer directly to data center operations.

The Kentucky Community and Technical College System has statewide reach and an established record of building employer-specific training programs.

Registered apprenticeship and the state's building trades provide the workforce structure large construction phases depend on.

05Sources

Sources

  • Employment and wage data

    Source: Kentucky Center for Statistics

  • Occupational wage estimates

    Source: U.S. Bureau of Labor Statistics

  • Workforce training programs

    Source: KCTCS

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