Welders, Cutters, Solderers, and Brazers: daily tasks & AI impact
This page breaks Welders, Cutters, Solderers, and Brazers into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 7/100 (Lower automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Operate safety equipment and use safe work habits. Core | 4.61 | — | — |
| Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications. Core | 4.26 | — | — |
| Weld components in flat, vertical, or overhead positions. Core | 4.15 | — | — |
| Detect faulty operation of equipment or defective materials and notify supervisors. Core | 4.11 | — | — |
| 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. Core | 4.09 | — | — |
| Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals. Core | 4.09 | — | — |
| Mark or tag material with proper job number, piece marks, and other identifying marks as required. Core | 4.08 | — | — |
| Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques. Core | 4.07 | — | — |
| Prepare all material surfaces to be welded, ensuring that there is no loose or thick scale, slag, rust, moisture, grease, or other foreign matter. Core | 4.06 | — | — |
| Align and clamp workpieces together, using rules, squares, or hand tools, or position items in fixtures, jigs, or vises. Core | 4.05 | — | — |
| Connect and turn regulator valves to activate and adjust gas flow and pressure so that desired flames are obtained. Core | 4 | — | — |
| Position and secure workpieces, using hoists, cranes, wire, and banding machines or hand tools. Core | 3.97 | — | — |
| Melt and apply solder along adjoining edges of workpieces to solder joints, using soldering irons, gas torches, or electric-ultrasonic equipment. Core | 3.96 | — | — |
| Monitor the fitting, burning, and welding processes to avoid overheating of parts or warping, shrinking, distortion, or expansion of material. Core | 3.94 | — | — |
| Grind, cut, buff, or bend edges of workpieces to be joined to ensure snug fit, using power grinders and hand tools. Core | 3.89 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Welders, Cutters, Solderers, and Brazers tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Welders, Cutters, Solderers, and Brazers tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Welders, Cutters, Solderers, and Brazers task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.