AI exposure by occupation, O*NET 51-4121.00
Will AI replace Welders, Cutters, Solderers, and Brazers?
Welders, Cutters, Solderers, and Brazers: AI does not yet handle any of the role's 30 tasks; most of the work is hands-on, and the part AI can address mostly needs a frontier-tier model.
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Every task, scored
The 30 tasks O*NET 30.3 lists for Welders, Cutters, Solderers, and Brazers, from most to least exposed. None reaches 60, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Develop templates and models for welding projects, using mathematical calculations based on blueprint information. | Estimated | Frontier | |
| Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and operations. | Estimated | Efficient | |
| Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals. | Estimated | Standard | |
| Repair products by dismantling, straightening, reshaping, and reassembling parts, using cutting torches, straightening presses, and hand tools. | Estimated | Efficient | |
| Operate safety equipment and use safe work habits. | Estimated | No tier | |
| Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications. | Estimated | No tier | |
| Weld components in flat, vertical, or overhead positions. | Estimated | No tier | |
| Check grooves, angles, or gap allowances, using micrometers, calipers, and precision measuring instruments. | Estimated | No tier | |
| Detect faulty operation of equipment or defective materials and notify supervisors. | Estimated | No tier | |
| Recognize, set up, and operate hand and power tools common to the welding trade, such as shielded metal arc and gas metal arc welding equipment. | Estimated | No tier | |
| Mark or tag material with proper job number, piece marks, and other identifying marks as required. | Estimated | No tier | |
| Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques. | Estimated | No tier | |
| Prepare all material surfaces to be welded, ensuring that there is no loose or thick scale, slag, rust, moisture, grease, or other foreign matter. | Estimated | No tier | |
| Align and clamp workpieces together, using rules, squares, or hand tools, or position items in fixtures, jigs, or vises. | Estimated | No tier | |
| Melt and apply solder to fill holes, indentations, or seams of fabricated metal products, using soldering equipment. | Estimated | No tier | |
| Connect and turn regulator valves to activate and adjust gas flow and pressure so that desired flames are obtained. | Estimated | No tier | |
| Position and secure workpieces, using hoists, cranes, wire, and banding machines or hand tools. | Estimated | No tier | |
| Melt and apply solder along adjoining edges of workpieces to solder joints, using soldering irons, gas torches, or electric-ultrasonic equipment. | Estimated | No tier | |
| Monitor the fitting, burning, and welding processes to avoid overheating of parts or warping, shrinking, distortion, or expansion of material. | Estimated | No tier | |
| Ignite torches or start power supplies and strike arcs by touching electrodes to metals being welded, completing electrical circuits. | Estimated | No tier | |
| Grind, cut, buff, or bend edges of workpieces to be joined to ensure snug fit, using power grinders and hand tools. | Estimated | No tier | |
| Weld separately or in combination, using aluminum, stainless steel, cast iron, and other alloys. | Estimated | No tier | |
| Chip or grind off excess weld, slag, or spatter, using hand scrapers or power chippers, portable grinders, or arc-cutting equipment. | Estimated | No tier | |
| Guide and direct flames or electrodes on or across workpieces to straighten, bend, melt, or build up metal. | Estimated | No tier | |
| Use fire suppression methods in industrial emergencies. | Estimated | No tier | |
| Preheat workpieces prior to welding or bending, using torches or heating furnaces. | Estimated | No tier | |
| Clean or degrease parts, using wire brushes, portable grinders, or chemical baths. | Estimated | No tier | |
| Set up and use ladders and scaffolding as necessary to complete work. | Estimated | No tier | |
| Hammer out bulges or bends in metal workpieces. | Estimated | No tier | |
| Operate metal shaping, straightening, and bending machines, such as brakes and shears. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 30 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 30 of 30. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A frontier-tier model or lower covers 12% of the role's importance-weighted task work. 12% of the work is something AI can address at some tier, and 88% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 416,210
- Median annual wage
- $53,750
- Middle half of earners
- $46,790 to $63,010
- Projected change, 2024 to 2034
- +2.2%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders 82% skill overlap, about 6 months to move Exposure15
- Structural Metal Fabricators and Fitters 65% skill overlap, about 13 months to move Exposure19
- Sheet Metal Workers 64% skill overlap, about 13 months to move Exposure21
- Boilermakers 63% skill overlap, about 13 months to move Exposure15
- Structural Iron and Steel Workers 61% skill overlap, about 14 months to move Exposure18
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Welders, Cutters, Solderers, and Brazers and AI
Will AI replace Welders, Cutters, Solderers, and Brazers?
Not on current evidence. None of the 30 tasks O*NET lists for this occupation reaches a task exposure of 60, the level at which JobRoute counts a task as handled by AI, and the role's importance-weighted exposure is 17 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears.
What is the AI exposure of Welders, Cutters, Solderers, and Brazers?
17 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 30 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 30 are estimated from each task's O*NET work activity.
Which Welders, Cutters, Solderers, and Brazers tasks can AI already do?
None reaches 60 yet. The most exposed task is: Develop templates and models for welding projects, using mathematical calculations based on blueprint information, at 50 out of 100.
What AI model tier does this role need?
A frontier-tier model or lower covers 12% of the role's importance-weighted task work, and 88% is hands-on work that no model tier covers. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Welders, Cutters, Solderers, and Brazers, and what do they earn?
416,210 people in the United States, with a median annual wage of $53,750 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +2.2% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Welders, Cutters, Solderers, and Brazers. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/welders-cutters-solderers-and-brazers
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