AI Resilience Report forSheet Metal Workers

If you're worried that a robot will show up on the roof and take your ladder, breathe easy — for sheet metal workers, AI is mostly showing up as a helper, not a replacement. The most hands-on parts of the job (bending metal at construction sites, shaping it over anvils, and lifting roofing units into place) are extremely hard for machines because they happen in messy, changing environments. Instead, AI and automation are transforming the shop floor and the planning side of the trade.

At Hermanson Company, crews now "build directly from models on iPads, scanning QR codes that tell them exactly what to build and where it goes," and even complex spiral ductwork is run with Surface tablets and software apps that generate cut lists and labels, cutting prep time from hours to minutes. In architectural metal shops, robotic welders are working beside skilled craftsmen, turning once-manual, high-skill bottlenecks into predictable, data-driven production lines, and modern systems use path generation software, point-and-click tools, and offline programming so teams can "teach" the robot intuitively. SMACNA's leadership even describes AI as "a smart but inexperienced worker" that "can read fast, write fast and find things fast, but it needs supervision and clear direction, just like a green apprentice" — and warns against overautomation because "there is a reason experienced workers do certain things".

Adoption is speeding up fast. A new BuiltWorlds report found that 79% of surveyed contractors reported using jobsite robotics during 2026, compared with 29% in 2025, with the largest jump coming from firms piloting new technologies. The main push is a severe labor crunch: Associated Builders and Contractors estimates the industry needs 349,000 net new workers in 2026, and 92% of surveyed firms are struggling to fill open positions, while 45% report project delays because of labor shortages.

That means employers want AI tools that boost each worker's output. On the other hand, adoption is slowed by the physical, custom, on-site nature of the trade — every duct run and roof is a little different. The U.S. Bureau of Labor Statistics still projects 3% job growth for sheet metal workers through 2035, with a 2025 median wage of $61,800 ^[1] and entry through apprenticeship, meaning skilled hands remain essential.

For young people entering the trade, the message is hopeful: learning to work with laser projection, CAD models, tablets, and robotic welders can make you more valuable, not less.