EXPOSED
Nothing a welder does is text or screen work — reading a fit-up, controlling heat input on a warping joint, and running a root pass overhead in a pipe rack are physical judgment tasks language AI cannot touch. The real pressure is older and mechanical: robotic welding cells already own high-volume repetitive seams in auto and heavy manufacturing, and vision-guided cobots are creeping into shorter production runs. The modal welder sits between those worlds — shop fabrication is partly automatable, while field, repair, pipe, and structural work stays stubbornly manual.
Roughly flat across the period, with year-to-year wobble.
Median pay $42,490 → $53,750 +1.2% in real terms
This line is counted by the Bureau of Labor Statistics — the one figure on this page that isn't a judgement of ours. Headcount moves on demand, offshoring, demographics and the business cycle, and automation is one term among several, often not the loudest.
So a falling line is not evidence that AI did it, and a rising one is not evidence that it won't. Both happen in this register: some occupations resist automation and shrink anyway, others are highly automatable and keep growing. The marked year is 2020.
BLS projection, 2024–2034
+2.2% 457,300 → 467,200 on the projections basis
Growing, and only partly exposed
The BLS expects +2.2% more of these jobs by 2034, and at 62/100 the work is only partly exposed — some tasks are automatable, the core of the job is not. Nothing here is in tension.
Different clocks. The score is what current AI could do to this work today. The projection is how many of these jobs will exist in 2034. Everything between the two — how fast employers actually adopt, whether demand grows in the meantime — is why they can point opposite ways without either being wrong.
~45,600 openings a year on average, including replacing people who leave.
WirerBonderBrazerBurnerDipperWelderSoldererConnectorArc CutterArc WedlerArc WelderBar WelderBit WelderDie WelderGas BrazerGas CutterGas WelderGun WelderLap WelderBody WelderButt WelderDip BrazierIron CutterLine Welder
Holding it up: embodiment . Weakest point: trust premium .
Tasks largely resist digitisation At 16 rather than 19, the split is honest: a robotic cell can run a repeating fillet on a jig all shift, but nobody has automated a 6G root pass on a misaligned pipe joint in a trench, a cracked casting repair, or tacking structural steel forty feet up where fit-up gaps change every joint.
Hands-on in uncontrolled environments 19 because the work is the body — striking an arc with a hood down, feeling puddle behavior through the rod, working in confined tanks, on scaffold, in wind and rain, dealing with spatter, fumes, and positional welds where the only sensor is your hand and eyes at eight inches from molten metal.
Certification preferred, not legally required 9 sits at the top of the certification band and below licensure: AWS D1.1 or ASME Section IX qualification is procedure- and position-specific and can be pulled on a failed bend or RT shot, but the welder signs no stamp — the PE, the CWI, and the fabricator's QC program carry the code liability on the weldment.
Meaningful discretion 11 is where real discretion without ownership lands: you choose travel speed, amperage, bead sequence, and whether to grind out and rerun a pass or gouge back to base metal, but the WPS fixes the process, filler, preheat, and interpass temperature, and deviating from it is a nonconformance, not a judgment call.
The verdict above describes this occupation as a whole. Almost nobody does the typical version of a job — tick what's actually in your week and see how your own mix sits.
Your task mix speaks to task resistance (16/20 here) — how much of the day's work current AI already does. That is the dimension the boxes above are about.
It cannot move the other three. Liability shield (9/20) is whether the law requires a licensed human to sign. Trust premium (7/20) is whether buyers specifically pay for a person. Judgment and accountability (11/20) is whether the role exists to own consequential calls. Those are facts about the occupation's standing, not about which tasks are in your week — a paralegal who does only trial exhibits still holds no licence. Together they are 27 of this occupation's 62 points (44%).
Embodiment (19/20) is also a property of the work rather than the worker, but we don't tag individual tasks as physical or not, so the picker can't tell you anything about it. That's a limit of this tool, not a claim.
Did we get the list right? Tell us what's missing — the tasks are written from the outside, and you're reading this from the inside.
No occupation passed every test: close enough to welders, cutters, solderers, and brazers on skills and subject matter, at least 10 points more resistant, no big jump in training, no new licence, no pay cut, and not shrinking on its own. That happens for 223 of the 654 occupations here that aren't SAFE, and it is worth stating plainly rather than leaving the section off.
The usual reason is that exposure travels with the skill profile. The jobs most similar to yours tend to be exposed for the same reasons yours is, so the near neighbours don't clear the gap — and the ones that do are a different kind of work, not a transfer of what you already know. Read that as a limit of this method, not a verdict that you're stuck: it only compares whole occupations, and it cannot see specialisation, industry, or anything you'd bring that isn't in a federal skill survey.
Here is that claim on your own job rather than in the abstract. These are the three occupations closest to this one by skill and subject matter — the places the work would most naturally transfer — with what the register scores them:
That is the whole problem in three lines. The nearest work is not meaningfully safer, so there is no move here that trades a similar skill set for a better verdict. This is not us running out of ideas — it is what the neighbourhood looks like.
The moves above are yours to make. This is the other half: what would have to change in the world for the occupation itself to score higher. None of it is in any one person's gift, but it is where the floor actually comes from. Scores here are not a one-way ratchet. Only two of the five dimensions — task resistance and embodiment — track what machines can do. The other three track law, what buyers will pay for, and who is answerable, and those move in both directions, often in response to the same pressure AI creates. If every lever below landed, this occupation would score around 78/100 — SAFE.
Task-mix shift: as robotic cells absorb repetitive shop seams, the residual role concentrates in weld repair, fit-up correction, procedure qualification, and rework of automated welds found defective by NDT — calls made under ambiguity with no procedure sheet. Watch for job postings and CWI/welder-technician hybrid classifications replacing production welder headcount in the same plant.
Insurer and owner requirements on nuclear, hydrogen, and LNG work: NRC 10 CFR 50 Appendix B and emerging hydrogen pipeline rulemaking at PHMSA push toward welder-specific qualification records and traceability per weld. If hydrogen-service codes (ASME B31.12) are written to require continuity-of-qualification logs per individual welder, that hardens the shield without new legislation.
Same two-tier mechanism: the surviving tier is field, pipe, alloy, and confined-space work where fixturing is impossible. Task resistance measured over the remaining population rises even as total headcount falls — this is a composition effect, not protection for any given job.
Expansion of code regimes that require a *named, personally qualified* welder for the joint rather than a qualified procedure: ASME Section IX / AWS D1.1 welder performance qualification records are already traceable, and jurisdictions like Canadian provinces and Australia require registered pressure welder licences. A US state adopting mandatory individual pressure-welder licensure (as some boiler-inspection boards have floated), or NBIC/API 1104 revisions requiring a licensed welder's stamp on repair documentation for in-service pipeline and pressure vessel welds, would make the signature legally non-delegable to a cell.
Narrow route only: architectural and ornamental metalwork, restoration, and custom motorcycle/marine fabrication where the buyer pays for visible hand-laid TIG beads. Real but tiny — a few thousand workers, not a route for the 400k.
The limit. The binding constraint is capital cost of robotic cells and fixturing, not law. No liability or licensure change protects the shop-fabrication tier, because the code qualifies the *procedure* and the machine can hold it more consistently than a person. Levers here raise the score of the remaining job while the count of jobs falls.
| Houston-Pasadena-The Woodlands, TX | 15,850 | $57,940 +8% |
| Dallas-Fort Worth-Arlington, TX | 10,620 | $51,630 -4% |
| Chicago-Naperville-Elgin, IL-IN | 9,320 | $52,650 -2% |
| Los Angeles-Long Beach-Anaheim, CA | 7,850 | $56,160 +4% |
| New York-Newark-Jersey City, NY-NJ | 5,780 | $61,680 +15% |
| Phoenix-Mesa-Chandler, AZ | 5,440 | $56,540 +5% |
| Atlanta-Sandy Springs-Roswell, GA | 5,240 | $49,630 -8% |
| Philadelphia-Camden-Wilmington, PA-NJ-DE-MD | 4,630 | $58,380 +9% |
| Lima, OH | 470 | $85,790 +60% |
| Urban Honolulu, HI | 430 | $81,120 +51% |
| Fairbanks-College, AK | 70 | $80,210 +49% |
Hyundai · Larsen & Toubro · HD Hyundai
Storyboard18 reports Indian construction firm Larsen & Toubro is adopting robotics and automation on sites in response to labour shortages.
gCaptain reports a Canadian shipyard is adopting AI-driven robotics to automate a physically demanding shipbuilding task, such as welding or hull work.
Chosunbiz reports that South Korean shipyards have deployed welding and fabrication robots, with single workers now operating up to eight units via tablet.
Interesting Engineering reported that a Hyundai shipyard is trialling a German-made humanoid robot for welding work.
The Maritime Executive reported that HD Hyundai trialled a humanoid welding robot in an operating shipyard.
Interesting Engineering reported that a US robotics firm's humanoid robot is to be deployed for welding tasks in South Korean shipbuilding.
Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.
Rather than check back: get the digest and we'll tell you what changed — or watch a single occupation from its own page.