The trades are having a moment.
While economists debate which white-collar jobs survive the AI transition, the answer for a growing number of people is already sitting in plain sight: learn a trade. Electricians, plumbers, welders, and ironworkers aren't getting replaced by language models. They're getting busier.
The skilled trades shortage is real and getting worse. The average age of a licensed electrician is over 55. The average age of a plumber is approaching 60. The construction industry needs to hire more than half a million additional workers just to keep up with current demand. Meanwhile, the median annual wage for an experienced electrician exceeded $60,000 in 2024 — without a student loan in sight.
This calculator exists to point people toward that reality with a little humor and a lot of honesty. If AI is coming for your current job, there's a good chance a trade is waiting for you. We'll help you figure out which one.
The Science Behind It
Your results are generated using Holland RIASEC theory — a vocational psychology framework developed by Dr. John Holland and used by O*NET, the U.S. Department of Labor's occupational database, to classify over 1,000 jobs. It's not a Myers-Briggs guess. It's the closest thing vocational psychology has to a standard.
R
Realistic
Hands-on, physical, tool-using. Prefers working with things over people or ideas.
Ironworker · Concrete · Roofer
I
Investigative
Analytical, diagnostic, curious. Likes understanding systems before acting on them.
Diesel Mechanic · HVAC · Electrician
A
Artistic
Craft-oriented, precise, aesthetic. Cares about the quality of the finished product.
Cabinet Maker · Tile Setter · Welder
S
Social
Team-oriented, community-minded. Works best in connection with other people.
Mail Carrier · Ironworker · Roofer
E
Enterprising
Production-driven, fast-paced, competitive. Measures success in output and progress.
Roofer · Concrete · General Laborer
C
Conventional
Systematic, code-respecting, precise. Thrives in structured environments with clear standards.
Aircraft Mechanic · Elevator · Electrician
The AI Threat Assessment — Where the Numbers Come From
The AI exposure percentages in your results aren't made up. They're mapped to occupational categories from published research on task-level automation risk by BLS occupational group. The chart we used shows both theoretical AI coverage (what's technically automatable) and observed AI coverage (what's actually being automated right now). We use the theoretical figure — it's the more honest long-term view.
Management occupations sit at 87% theoretical exposure. Construction trades sit at 10%. Installation and repair at 12%. The gap is real, it's large, and it's not closing — it's widening. AI is exceptionally good at pattern recognition in structured data. It is exceptionally bad at crawling through a wall cavity with a pipe wrench in January.
The roast in your results is intentional. The numbers behind it are not.
Frequently Asked Questions
Is this actually scientifically valid?
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Holland RIASEC theory is one of the most extensively validated frameworks in vocational psychology — over 50 years of research, used in academic settings, career counseling, and by the U.S. Department of Labor. Our trade weight vectors are derived from O*NET occupational data. The tiebreaker questions (heights, precision, routine preference) add a practical physical-environment layer on top. This is not a Myers-Briggs knockoff. It's grounded in real occupational science — with funnier writing.
Why do I need to enter my email to see the full results?
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Your top match and AI threat assessment are free. The full report card — all three trade rankings, your complete RIASEC breakdown, and your first steps — requires an email. We built the tool, the server costs money, and the email list helps us sustain it. We don't sell your address. We don't spam. If you want to unsubscribe, you can do it any time. That's the deal.
How accurate are the trade matches?
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Accurate enough to be useful, not precise enough to be the only thing you base a career decision on. The calculator measures vocational preference alignment — it tells you which trades fit your personality and work-style profile. It doesn't measure physical ability, geographic job market conditions, or whether your local union hall has openings. Use it as a starting point, not a verdict. Then go talk to someone who actually does the work.
I already work in the trades. Should I take this?
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Yes — and your AI threat score will be satisfying. Many people in the trades take it to see which specific trade their Holland code aligns with most strongly, or just to confirm they made the right call. If you're already in construction or a service trade, you'll land at 10% AI exposure and you can share that with everyone you know who's worried about their desk job.
Why 23 trades and not more?
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The quiz has 15 questions. With 15 questions and a cosine similarity scoring engine, the resolution isn't fine enough to meaningfully differentiate more than about 25 trades before results start clustering and feeling generic. We chose the 23 trades that cover the widest range of Holland code combinations and the most common entry points into the skilled trades. We may expand in future versions as we refine the question architecture.
Can I share my results?
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Please do. Your results page has a Share on X button and a copy-to-clipboard option. The share text includes your Holland code and top trade match. If you post it on social media and tag us, we'll see it. The more people who take this quiz, the better the data gets — and the more we can refine the trade mappings over time.
Who built this?
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This tool was built by someone with 20+ years in the construction and restoration industry who also codes. The AI threat assessment data comes from published occupational research. The Holland trade weights are derived from O*NET. The humor is original. Contact us at
[email protected] if you have questions, corrections, or want to tell us we got your trade wrong.
The calculator said I should be a Mail Carrier. Is that an insult?
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No. Mail carriers have federal benefits, a pension, and job security that most office workers would trade for in a heartbeat. If your Holland code is Social-Conventional-Enterprising and you love outdoor routine and being part of a community, that match is honest. The pay is solid, the route is yours, and nobody's automating the last mile of package delivery to your neighbor's porch. Yet.