The question, answered with two signals instead of one

Will AI replace
my job? Probably not the way you've been told.

Every other site scores your job against an academic model from 2013 and hands you one scary percentage. We give you that structural reading and a measurement of how much AI is actually being used on work like yours today. The two rarely agree — and the gap is the real answer.

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Sample reading · 2 of 177 jobs
Usage is reported as a band, never a decimal. The source data does not support false precision, and neither of these readings measures anyone losing a job. These are the only 2 jobs with real usage data ingested so far.
Why our answer is different

Theory says what could happen. Usage data says what is.

Competitors stop at the first half. We publish both, keep them separate, and never average them into one number that would mean nothing.

Signal 01 · theoretical
Structural exposure

Task-by-task, how much of this job is information work a model can perform. Scored 0–100.

Signal 02 · measured
Real-world AI usage

Observed assistant use mapped onto this job's actual tasks. Reported Low / Medium / High.

MICROSOFT
Primary usage source. Which occupational tasks people actually bring to an assistant — a 2024 snapshot, and we say so.
ANTHROPIC
Adds automation-versus-augmentation shape. Near-zero coverage of manual trades, so we leave those blank rather than guess.
CENSUS BTOS
Industry adoption backdrop. It measures firms, not jobs, so it never enters a score.
0
datasets exist that measure actual job replacement. Including ours.

Exposure and usage are leading indicators of work changing, not evidence that anyone has been let go. Nobody currently publishes AI-attributed job loss at occupation level. Any site handing you a replacement probability is producing that number, not measuring it.

If you came here worried

Read the honest number, then read what it isn't.

We will not soften a high score to keep you comfortable, and we will not turn it into a verdict. Every job page separates what the data shows from what it cannot show.

See our least-insulated listed job →
If you're planning a move

See what to switch to, and what it'd cost.

Type your job title below — it's the same free calculator as the full tool, right here. Real salary and training-time differences, not generic advice.

Start something · never buy, never invest

Start your own business in a trade AI can't reach.

The trades that sit lowest on both signals are also the ones you can start from a van and a license. We cover what it takes to begin — licensing, tools, first customers, the first eighteen months. We do not cover buying existing businesses.

Pay figures are BLS Occupational Employment Statistics, May 2024-sourced national ranges, not startup costs — we don't have sourced data on solo startup capital and won't invent it. Starting a business carries real risk and no guaranteed income. Information only — not financial or career advice.

16 industries covered
See where both signals land across whole industries, not just single jobs.
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