The Birmingham Group, a construction search firm, confirmed that most data center electricians earn closer to $150,000. Are AI data center jobs replacing traditional tech roles? A large-scale AI data center can draw hundreds of megawatts — roughly enough to power a small city. Do you need a college degree to work at an AI data center? Its flagship Texas campus already runs AI models, and the data center expansion is driving thousands of construction and trades jobs nationwide.