Illustrative workers at one representative 250,000-square-foot facility. A point-in-time headcount.
Understand it / 20 seconds
Will AI take my job?
A job is a bundle of tasks. AI may automate some, speed up others, change quality or oversight, and create new work. Exposure is real, but exposure is not a layoff forecast—and outcomes will differ sharply by occupation, industry, and policy.
02Show meFollow the connection
- 01Occupation
- 02Tasks
- 03AI capability
- 04Work redesign
- 05Employment outcome
Here's what matters
The answer changes when these conditions change.
- 01Which tasks are routine or digitized?
- 02Does AI substitute for or complement the worker?
- 03Who controls the tool and its output?
- 04Does demand grow when work becomes cheaper?
- 05What training and bargaining power do workers have?
Jobs / Two different stories
A construction workforce is not a labor-market effect.
The comparable measure communities should request. Cumulative workers is not the same thing.
Illustrative full-time operating workers at that representative facility—not a universal result.
What kind of number is this? Current headcount · peak headcount · cumulative workers · job-years · direct jobs · contractors · indirect jobs · jobs supported · future projection.
03Prove itOpen the machinery
Inspect the claims behind this answer.
Each layer shows evidence type, geography, assumptions, caveats, review date, and original sources.
Estimated
The ILO estimates that one in four workers worldwide is in an occupation with some generative-AI exposure, while 3.3% of global employment is in its highest exposure category.
Exposure means some tasks could change; it does not mean one in four jobs will disappear.
Observational finding
Workers ages 22–25 in highly AI-exposed occupations had employment about 19% below a comparison trajectory based on similarly aged workers in less-exposed occupations.
Workers ages 22–25 in highly AI-exposed occupations had employment about 19% below a comparison trajectory based on similarly aged workers in less-exposed occupations.
Independent estimate
JLARC modeled about 74,000 data-center-related jobs annually in Virginia: about 59,000 construction-phase and 15,000 operations-phase jobs, including roughly 35,000 direct construction and 4,400 direct operations jobs.
JLARC modeled about 74,000 data-center-related jobs annually in Virginia: about 59,000 construction-phase and 15,000 operations-phase jobs, including roughly 35,000 direct construction and 4,400 direct operations jobs.
Independent estimate
A representative 250,000-square-foot facility may involve about 1,500 workers at construction peak and about 50 full-time workers in ongoing operations.
A representative 250,000-square-foot facility may involve about 1,500 workers at construction peak and about 50 full-time workers in ongoing operations.