Mostly Resilient
Last Update: 8/30/2026
AI Resilience Score for Sheet Metal Workers:
53.7%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forSheet Metal Workers
$61,800 median salary•9,800 annual openings•SOC Code: 47-2211.00
Sheet Metal Workers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Sheet metal workers are labeled "Mostly Resilient" because the hardest parts of the job, like bending and shaping metal on real job sites, lifting roofing units, and fitting ductwork in tight spaces, happen in messy, constantly changing environments that robots simply cannot handle well yet. AI is stepping in more as a helpful tool than a replacement, letting workers build directly from digital models on tablets, generate cut lists in minutes instead of hours, and work alongside robotic welders on the shop floor, which actually makes skilled workers more productive and valuable.
Learn more about how you can thrive in this position
View analysis
Chat with Coach
Latest news
More career infoAnalysisChatNewsMoreThis role is mostly resilient
Sheet metal workers are labeled "Mostly Resilient" because the hardest parts of the job, like bending and shaping metal on real job sites, lifting roofing units, and fitting ductwork in tight spaces, happen in messy, constantly changing environments that robots simply cannot handle well yet. AI is stepping in more as a helpful tool than a replacement, letting workers build directly from digital models on tablets, generate cut lists in minutes instead of hours, and work alongside robotic welders on the shop floor, which actually makes skilled workers more productive and valuable.
Read full analysisLearn more about how you can thrive in this position
View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Sheet Metal Workers
Updated Quarterly
How is AI changing Sheet Metal Workers jobs?
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".
How fast is AI adoption growing for Sheet Metal Workers?
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.
Sources
Will AI replace Sheet Metal Workers?
No. We don't think AI will replace Sheet Metal Workers, though we do expect the job to change.
Sheet metal work earns a 53.7% AI Resilience Score from us, which puts it in "Mostly Resilient" territory. The core reason is physical reality. Bending metal on a roof, shaping ductwork in tight spaces, and adapting to every unique job site are genuinely hard for machines to replicate. AI thrives in controlled, predictable environments, and construction sites are neither.
What is changing is the shop floor and planning side of the trade. Workers are already using tablets, CAD models, and software that turns complex duct layouts into cut lists in minutes. Robotic welders are handling repetitive welds alongside skilled craftsmen. These tools make experienced workers faster and more precise, not obsolete. SMACNA's own leadership compares AI to "a smart but inexperienced worker" that still needs supervision and clear direction from people who know the trade.
The broader job market picture is moderate but stable. The BLS projects 3% job growth for sheet metal workers through 2035, with a 2025 median wage of $61,800 [1]. For anyone entering this field, the smartest move is learning to work with these tools early. That combination of hands-on skill and tech fluency is exactly what employers are looking for right now.
Sources
Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Latest AI news for Sheet Metal Workers
These articles highlight how AI is transforming the sheet metal working field while ensuring that skilled tradespeople remain essential. For instance, the Rochester MAP program emphasizes that training in AI-enhanced techniques will complement, not replace, traditional skills. Additionally, the Autodesk investment in workforce training signals a growing demand for skilled workers who can operate advanced technologies. This means that sheet metal workers who adapt to AI tools will be more resilient in their careers, gaining an edge in a rapidly evolving industry.
Autodesk Commits $350 Million to Workforce Training for AI-Powered Design and Manufacturing Careers
www.citybiz.co • 6/22/2026
As artificial intelligence reshapes industries and employers seek workers with specialized technical skills, Autodesk is committing $350...
Rochester program prepares workers as AI reshapes trades
spectrumlocalnews.com • 4/17/2026
AI is changing the construction industry, but Rochester's MAP program proves skilled tradespeople aren't going anywhere.
San Pablo career fair highlights jobs not easily replaced by AI
richmondstandard.com • 4/13/2026
Are you looking for a great job with excellent pay and outstanding benefits? A job that won't be easily replaced by AI? Come to the Careers...
Fears of AI-driven job losses in manufacturing misplaced, expert says
www.bnnbloomberg.ca • 1/7/2026
Artificial intelligence is becoming more visible on factory floors, but fears of sweeping job losses in manufacturing are misplaced,...
How AI can help the metal fabricator
www.thefabricator.com • 3/5/2025
When it comes to artificial intelligence (AI), people in the metal fabrication industry typically think of supercharged automation.
More Career Info
Career: Sheet Metal Workers
They create and install metal parts for buildings, like roofs and air ducts, by cutting, bending, and shaping metal sheets.
Parent Careers
Employment & Wage Data
Median Wage
$61,800
Jobs (2025)
131,100
Growth (2025-35)
+2.5%
Annual Openings
9,800
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Install assemblies, such as flashing, pipes, tubes, heating and air conditioning ducts, furnace casings, rain gutters, or downspouts in supportive frameworks.
2
Fabricate or alter parts at construction sites, using shears, hammers, punches, or drills.
3
Shape metal material over anvils, blocks, or other forms, using hand tools.
4
Maneuver completed roofing units into position for installation.
5
Fasten seams or joints together with welds, bolts, cement, rivets, solder, caulks, metal drive clips, or bonds to assemble components into products or to repair sheet metal items.
6
Trim, file, grind, deburr, buff, or smooth surfaces, seams, or joints of assembled parts, using hand tools or portable power tools.
7
Fasten roof panel edges or machine-made moldings to structures by nailing or welding.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
