Massive investments in data centers now fuel the training of complex AI models. These projects consume enormous amounts of energy and human capital to scale. While infrastructure grows, the actual labor market impact remains speculative. Practitioners must track how these capital expenditures translate into sustainable enterprise roles rather than temporary construction booms.