Will sheet metal workers be replaced by AI?
Updated
Sheet metal workers score 20 of 100 for AI exposure. 56% of their task time still needs a person. AI can do 3% today and speed up another 41%.
- 3% AI can do it
- 41% AI helps
- 56% Needs a person
Low exposure
Lower than 79% of the 923 occupations we scored.
Task by task
We graded 19 tasks, listed here from most to least exposed. AI can do 1 of them today, speeds up 8 and leaves 10 to people.
| Task | AI exposure |
|---|---|
| Convert blueprints into shop drawings to be followed in the construction or assembly of sheet metal products. CAD and AI tools can generate shop drawings; a person reviews. | 65% AI can do it |
| Determine project requirements, such as scope, assembly sequences, or required methods or materials, using blueprints, drawings, or written or verbal instructions. AI can extract requirements from drawings; engineers confirm scope. | 55% AI helps |
| Select gauges or types of sheet metal or nonmetallic material, according to product specifications. AI can match gauges to specs; a worker confirms selection. | 50% AI helps |
| Fabricate ducts for high efficiency heating, ventilating, and air conditioning (HVAC) systems to maximize efficiency of systems. Software can optimize duct design; fabrication remains manual work. | 35% AI helps |
| Hire, train, or supervise new employees or apprentices. AI can draft training and postings; supervising people stays human. | 35% AI helps |
| Verify that heating, ventilating, and air conditioning (HVAC) systems are designed, installed, and calibrated in accordance with green certification standards, such as those of Leadership in Energy and Environmental Design (LEED). AI can check LEED paperwork; field verification stays physical. | 35% AI helps |
| Perform building commissioning activities by completing mechanical inspections of a building's water, lighting, or heating, ventilating, and air conditioning (HVAC) systems. Field inspections and testing are physical; AI aids data review. | 25% AI helps |
| Lay out, measure, and mark dimensions and reference lines on material, such as roofing panels, using calculators, scribes, dividers, squares, or rulers. AI can calculate layout dimensions; marking material stays manual. | 20% AI helps |
| Inspect individual parts, assemblies, or installations, using measuring instruments, such as calipers, scales, or micrometers. Measuring with calipers is physical; AI can log results. | 20% AI helps |
| Maintain equipment, making repairs or modifications when necessary. AI helps diagnose faults; physical repair stays with people. | 15% Needs a person |
Show the other 9 tasks
| Task | AI exposure |
|---|---|
| Transport prefabricated parts to construction sites for assembly and installation. Loading and driving prefabricated parts to sites is physical work. | 10% Needs a person |
| 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. Joining seams by welding or soldering needs physical skill. | 8% Needs a person |
| Fabricate or alter parts at construction sites, using shears, hammers, punches, or drills. Cutting and altering parts on site needs physical skill. | 6% Needs a person |
| Trim, file, grind, deburr, buff, or smooth surfaces, seams, or joints of assembled parts, using hand tools or portable power tools. Smoothing and deburring seams is manual finishing with tools. | 6% Needs a person |
| Install assemblies, such as flashing, pipes, tubes, heating and air conditioning ducts, furnace casings, rain gutters, or downspouts in supportive frameworks. Mounting ducts and gutters on framing is physical site work. | 5% Needs a person |
| Finish parts, using hacksaws or hand, rotary, or squaring shears. Cutting parts with hacksaws and shears is manual work. | 4% Needs a person |
| Maneuver completed roofing units into position for installation. Positioning heavy roofing units is physical labor. | 3% Needs a person |
| Shape metal material over anvils, blocks, or other forms, using hand tools. Shaping metal over forms manually needs physical skill. | 3% Needs a person |
| Fasten roof panel edges or machine-made moldings to structures by nailing or welding. Nailing or welding roof edges is physical outdoor work. | 3% Needs a person |
How sheet metal workers compare
All occupations (923)
Construction and extraction (61)
Pay and outlook in the US
- Median pay
- $61,800 a year, May 2025
- People employed
- 119,770 in the US, May 2025
- Projected change in jobs
- +2.5% from 2024 to 2034
Skills to build
- Correct AI-made shop drawings in AutoCAD and ProFab
- Program bends and cuts in FCC AutoPOL Series
- Nest and cut parts in Corte Certo and JETCAM Expert
- Hold a welding certification for sheet metal joints
- Field verify LEED-aligned HVAC installs on site
- Read blueprints and set project scope from drawings
Safer roles nearby
5 related occupations with lower scores.
Questions about sheet metal workers and AI
Will AI replace sheet metal workers?
Partly. About 2 in 10 working hours go to tasks AI can already do, mostly converting blueprints into shop drawings and pulling project requirements from drawings. Cutting, bending, welding and installing metal on site stay with people because they need a skilled person working with the metal.
Which sheet metal worker tasks is AI taking over?
AI is taking over shop drawing work first, with an exposure score of 65 for converting blueprints into shop drawings. CAD and AI tools can generate the drawings, and the worker reviews them before fabrication starts. Gauge selection is next, with an exposure score of 50, because AI can match gauges to product specs while a worker confirms the choice.
Which sheet metal worker tasks stay human?
Roofing unit placement, hand shaping, and roof edge fastening stay human, each with an exposure score of 3. Maneuvering heavy roofing units into position is physical labor. Shaping metal over forms manually needs physical skill, and nailing or welding roof edges is outdoor work done manually on the roof.
How can sheet metal workers stay valuable?
Move toward the checking and programming work that sits on top of fabrication. Learn Applied Production ProFab and AutoCAD well enough to correct AI-made shop drawings before they reach the shop floor. Run Corte Certo nesting and JETCAM Expert programs, then check the cut output against the specs. Keep hands-on welding and site installation skills sharp, since those tasks carry the lowest exposure.
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