AI infrastructure · Skilled trades
One of the world’s hottest industries is sparking a blue-collar jobs boom
AI’s physical buildout is accelerating demand for data centers, power systems, construction, and skilled-trade capacity across the United States.
AI is often discussed as a software story, but its near-term economic impact is becoming increasingly physical. Data centers and advanced manufacturing require power, cooling, electrical work, site development, construction, maintenance, and skilled labor. For owners in these sectors, that can create substantial opportunity—but strong demand alone does not automatically create durable enterprise value. The questions I would ask are whether backlog is repeatable, customer concentration is manageable, skilled workers can be recruited and retained, recurring service revenue is growing, and working capital can support the pace of expansion. Businesses that convert this demand into durable capabilities and predictable earnings may be especially well positioned as strategic buyers look for scale, expertise, and access to scarce labor. This is the broader shift I continue to describe as “hardware over software.”
