Will AI replace welding machine operators?
Updated
Welding machine operators score 20 of 100 for AI exposure. 67% of their task time still needs a person. AI can do 4% today and speed up another 29%.
- 4% AI can do it
- 29% AI helps
- 67% Needs a person
Low exposure
Lower than 79% of the 923 occupations we scored.
Task by task
We graded 29 tasks, listed here from most to least exposed. AI can do 1 of them today, speeds up 8 and leaves 20 to people.
| Task | AI exposure |
|---|---|
| Record operational information on specified production reports. Recording machine data onto reports is routine digital entry. | 75% AI can do it |
| Compute and record settings for new work, applying knowledge of metal properties, principles of welding, and shop mathematics. AI can compute settings from metal data, worker verifies before use. | 55% AI helps |
| Select torch tips, alloys, flux, coil, tubing, or wire, according to metal types or thicknesses, data charts, or records. AI can look up and recommend consumables from charts, worker confirms choices. | 50% AI helps |
| Read blueprints, work orders, or production schedules to determine product or job instructions or specifications. AI can summarize and extract specs from documents, but blueprints need human checking. | 45% AI helps |
| Observe meters, gauges, or machine operations to ensure that soldering or brazing processes meet specifications. Sensors and software can flag gauge readings, worker still watches process. | 40% AI helps |
| Start, monitor, and adjust robotic welding production lines. Software can monitor robot lines, but adjustments need human oversight. | 40% AI helps |
| Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines. Some data entry into machine software, but operation remains physical. | 25% AI helps |
| Devise or build fixtures or jigs used to hold parts in place during welding, brazing, or soldering. AI can help design jig drawings, but building them is physical. | 25% AI helps |
| Inspect, measure, or test completed metal workpieces to ensure conformance to specifications, using measuring and testing devices. Measuring physical parts needs hands on gauges; AI helps log results. | 22% AI helps |
| Give directions to other workers regarding machine set-up and use. Directing coworkers on setup is in person supervision and communication. | 20% Needs a person |
Show the other 19 tasks
| Task | AI exposure |
|---|---|
| Lay out, fit, or connect parts to be bonded, calculating production measurements, as necessary. Physical fit-up dominates; AI only helps with dimension calculations. | 18% Needs a person |
| Set dials and timing controls to regulate electrical current, gas flow pressure, heating or cooling cycles, or shut-off. Setting dials and gas or current controls is physical machine adjustment. | 15% Needs a person |
| Correct problems by adjusting controls or by stopping machines and opening holding devices. Stopping machines and fixing live problems requires physical presence and judgement. | 12% Needs a person |
| Conduct trial runs before welding, soldering, or brazing, and make necessary adjustments to equipment. Trial runs need physical observation and on-machine hands on adjustment. | 12% Needs a person |
| Set up, operate, or tend welding machines that join or bond components to fabricate metal products or assemblies. Operating welding machines to join parts is hands on physical work. | 10% Needs a person |
| Add chemicals or materials to workpieces or machines to facilitate bonding or to cool workpieces. Adding flux or coolants to parts and machines is physical handling. | 10% Needs a person |
| Anneal finished workpieces to relieve internal stress. Annealing requires furnace operation and physical handling of parts. | 10% Needs a person |
| Load or feed workpieces into welding machines to join or bond components. Loading workpieces into machines is physical handling. | 10% Needs a person |
| Mark weld points and positions of components on workpieces, using rules, squares, templates, or scribes. Scribing and marking physical workpieces needs hands and tools on site. | 8% Needs a person |
| Assemble, align, and clamp workpieces into holding fixtures to bond, heat-treat, or solder fabricated metal components. Clamping and aligning parts in fixtures is hands on physical work. | 8% Needs a person |
| Transfer components, metal products, or assemblies, using moving equipment. Moving parts with cranes or forklifts requires physical operation. | 8% Needs a person |
| Tend auxiliary equipment used in welding processes. Tending auxiliary welding equipment needs physical presence and handling. | 8% Needs a person |
| Fill hoppers and position spouts to direct flow of flux or manually brush flux onto seams of workpieces. Filling hoppers and brushing flux onto seams is manual physical work. | 6% Needs a person |
| Prepare metal surfaces or workpieces, using hand-operated equipment, such as grinders, cutters, or drills. Grinding and drilling metal surfaces is physical hand work. | 5% Needs a person |
| Clean, lubricate, maintain, and adjust equipment to maintain efficient operation, using air hoses, cleaning fluids, and hand tools. Cleaning and lubricating equipment with hand tools is physical. | 5% Needs a person |
| Select, position, align, and bolt jigs, holding fixtures, guides, or stops onto machines, using measuring instruments and hand tools. Bolting jigs and fixtures onto machines is physical hand work. | 5% Needs a person |
| Remove completed workpieces or parts from machinery, using hand tools. Removing hot or heavy parts manually is physical work. | 5% Needs a person |
| Dress electrodes, using tip dressers, files, emery cloths, or dressing wheels. Dressing electrode tips with files and wheels is hands on work. | 5% Needs a person |
| Immerse completed workpieces into water or acid baths to cool and clean components. Dunking hot parts in baths is physical, hazardous handling. | 5% Needs a person |
How welding machine operators compare
All occupations (923)
Production (107)
Pay and outlook in the US
- Median pay
- $47,920 a year, May 2025
- People employed
- 31,600 in the US, May 2025
- Projected change in jobs
- -8.9% from 2024 to 2034
Skills to build
- Set tool center point TCP offsets on welding robots
- Verify AI-computed weld settings against metal data and shop math
- Hold an AWS Certified Welder credential for your welding process
- Read blueprints and work orders for tolerances before each run
- Dress electrode tips and prep workpieces with grinders manually
- Check production schedules and job records in SAP software
Safer roles nearby
5 related occupations with lower scores.
Questions about welding machine operators and AI
Will welding machine operators be replaced by AI?
Partly. About 2 in 10 working hours go to tasks AI can already do, mostly recording machine data onto production reports and computing settings for new work. Hands-on prep, fixturing, and part removal stay with people, and an operator still watches the weld process.
Will AI take over welding jobs?
AI can already do 4% of the task time in welding and speeds up another 29%. People still do 67% of it. The US has 31,600 welding machine operator jobs, with a projected change of -8.9% from 2024 to 2034.
Which welding machine operator tasks is AI taking over?
Recording operational information on production reports is the most exposed task, with an exposure score of 75, because it is routine digital entry. Computing settings for new work, scored 55, and selecting torch tips and wire from data charts, scored 50, come next, with the operator confirming each result before the machine runs.
Which welding machine operator tasks stay human?
Preparing metal surfaces with grinders, cutters, and drills scores 5 for exposure because it is physical hand work. Dressing electrodes with files and wheels, and removing hot or heavy parts manually, also score 5, and these tasks make up most of the 67 percent of task weight that stays human.
How can welding machine operators stay valuable?
Learn to set tool center point offsets on welding robots, because robot lines still need someone to adjust them. Hold an AWS Certified Welder credential, and check each AI-computed setting against the blueprint and metal data before the first pass. Keep your hand skills sharp on grinders and fixtures, since that work stays with people.
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