Massive data center expansions now demand enormous amounts of human capital and energy. These infrastructure investments fuel the training of AI models for increasingly complex tasks. While the scale of spending is vast, the actual impact on the job market remains speculative. Practitioners must weigh these high operational costs against tangible productivity gains.