Free sampler. Re-scored every six months.
A service electrician scores 2.5 out of 10 for AI exposure, where 10 is most at risk — one of the lowest scores in this index and far safer than most degrees. But the same skills on a production line or in modular construction score 5.0. The protection was never "working with your hands." It was working with your hands somewhere unpredictable.
The short answer for parents: for the right kid, this is the strongest bet on the board — and almost nobody considers it seriously. No tuition debt, an on-ramp that is getting easier rather than harder, and lower AI exposure than most university paths. The considerations that actually matter are physical wear over decades and income ceilings outside business ownership, not automation.
Every career in this index is scored 1–10, where 10 is most exposed to AI. Same six factors, same weights, applied identically to an electrician and a paralegal.
| Skilled Trades track | 2023 | 2025 | Now | 3-yr move | Band |
|---|---|---|---|---|---|
| Electrician — service & maintenance | 2.1 | 2.3 | 2.5 | +0.4 | Very low |
| Plumbing / HVAC — service | 2.2 | 2.4 | 2.6 | +0.4 | Very low |
| Welding & fabrication — site work | 2.8 | 3.0 | 3.2 | +0.4 | Low |
| Construction site trades | 2.8 | 3.1 | 3.4 | +0.6 | Low |
| Production line / prefab / modular | 4.0 | 4.5 | 5.0 | +1.0 | Moderate |
2023 and 2025 figures are reconstructed using current methodology, not archived from past editions.
For scalethe median career in this edition scores around 5.5. Entry-level software development scores 8.1. A business analyst scores 7.6. Bedside nursing scores 2.8.
The service electrician's +0.4 over three years is the slowest movement in the entire index. For comparison, entry-level software moved +1.8 over the same period.
Not in the field, and the reason is not sentiment — it is that robotics is decades behind software and lags furthest where the environment is unpredictable.
For a self-employed tradesperson, almost everything in the left column is a genuine benefit rather than a threat. The office burden of running a trade business is the part being automated.
How a service electrician rates against each. Ratings are 0–10 on each factor's own terms.
So you can see what the analysis actually looks like.
Does it have to be done in person, with your hands? — rated 9.5
Does it have to be done in person, with your hands? — and why "manual work" is the wrong category
This factor is usually described as though it were binary: desk jobs are exposed, manual jobs are safe. That framing is wrong, and the trades are where it breaks most visibly.
What actually matters is not whether the work is physical. It is whether the environment is predictable.
Robotics performs well in controlled settings — known dimensions, repeated tasks, fixed tolerances, no surprises. That is a warehouse, an assembly line, a modular construction facility. It performs badly in uncontrolled ones, and the gap is not narrowing quickly.
A service electrician spends the day in unpredictable environments by definition: a different building every job, unlabeled wiring, work someone else did badly in 1974, a customer describing the problem inaccurately. That rates 9.5.
The same trade skills applied to a production line rate 8.0 — still physical, but in exactly the setting robotics handles best. That single difference, plus lower trust and licensing requirements, is what separates a 2.5 from a 5.0.
So the useful question for any hands-on career is not "is this manual work?" but would two days of this job ever look the same? If the answer is no, the protection is real. If the answer is yes, physical work offers much less shelter than people assume.
Ranked by exposure, safest first:
For the right person, on the evidence we have, often yes — and this is the comparison most families never actually run.
The trades' on-ramp is strengthening while most degree on-ramps narrow. Apprenticeships are paid rather than charged for, legally embedded in licensing, and chronically undersubscribed as the existing workforce ages toward retirement. Analysis of job postings found skilled-trades demand grew 27% over four years, outpacing desk-based professional roles by 19 percentage points — over the same period that unemployment among recent college graduates hit its highest level in more than a decade outside the pandemic.
Electrical work in particular sits directly in front of the electrification and data-center buildout. It is the one trade with a demand tailwind coming from AI itself.
The honest other side: physical wear over thirty years is real, income ceilings outside business ownership are real, and much of the current construction demand is cyclical rather than structural — data-center jobs end when the build does. A trades career entered on the strength of today's wages could meet a very different market in 2032. The demographic case, though, holds regardless of the cycle.
This sampler tells you where the trades stand. The full profile tells you what to do about it.
Most families are weighing two or three careers seriously, and a few more they haven’t ruled out. Pick the ones you need.
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