Tanning Salon Worker
5AI USED FOR5%moving to50%
THE DOOR, NOWB
THE DOOR, 20 YRSD
STARTING PAYnot published
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
FOR PARENTS & CARERS
Your young person is looking at Tanning Salon Worker
Here is the same card they saw, and what its numbers actually mean. Every figure is a measurement with a named source, not a prediction. Measured August 2026.
The big number, in plain terms
The 5 means AI tools are already being used for about 5% of the day-to-day tasks in this kind of work, measured from real-world AI usage by occupation (Anthropic labour market research, 2026).The career's published forecast (OpenAI, "The AI Jobs Transition Framework", 2026) projects that reaching about 50% of today's tasks is possible within 20 years. It does not mean the job is disappearing. It means the job is changing, and the parts a human is paid for are shifting.
The door
"The door" is how hard this career is to get into: grade A (easy) to E (extremely hard). For Tanning Salon Worker it is grade B today and forecast to be grade D in 20 years, from the career's published forecast (OpenAI, "The AI Jobs Transition Framework", 2026). A closing door rewards starting sooner; an opening one gives more time to decide.
What protects this job
This career's protection has not yet been classified in our register, so the card honestly says so instead of guessing. The exposure score above is still a real measurement.
Where it sits among 1,840 careers
132 careers measure less exposed than Tanning Salon Worker; 1,655 measure more exposed. Context beats any single number: the point is not to chase the "safest" career, it is to walk in with eyes open.
Worth talking about together
- What drew them to Tanning Salon Worker in the first place: the subject, a person they admire, or the day-to-day work?
- Which parts of the job would they enjoy even as AI takes on more of the routine tasks?
- The door is grade B now and heading for D: what would a realistic first step this year look like, and what is the backup route?
- Who could they talk to who does this job today?
Explore the full profile at whatcareer.net/en/yellow/career/tanning-salon-worker, free, no login. Sources and the permanent change log are on the verdict page.