SAFE
Cutting, coloring, chemical straightening, and styling are fine-motor work on a living, moving head of hair with variable texture and scalp condition — no current robotics comes close. Every state requires a cosmetology license and salon sanitation compliance, and clients famously follow a specific stylist rather than a brand, which is the definition of a trust premium. AI touches only the periphery: booking, reminders, social-media marketing, and consultation mockups that show a client what a color might look like.
Nearly all of this fall was the 2020 shock. It has been climbing back since.
Median pay $26,090 → $35,790 +9.7% 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
+5.6%
Percentage only. The projection counts a different population from the 305,710 above — it includes self-employed workers, which for this occupation is most of them, so the two headcounts are not comparable.
Hard to automate, and growing
The work resists current AI and the BLS projects +5.6% more of these jobs by 2034. Note that safe does not mean well paid — several of the fastest-growing resistant occupations are among the lowest paid on the register.
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.
~75,800 openings a year on average, including replacing people who leave.
StylistColoristBeauticianHaircutterCosmeticianHair CutterHairdresserHairstylistWig DresserWig StylistHair DresserHair StylistHome StylistTrichologistCosmetologistElectrologistElectrolysistEvent StylistHair ColoristHair DesignerSalon StylistBeauty AdvisorSalon DesignerWax Specialist
Holding it up: embodiment . Weakest point: judgment & accountability .
Tasks largely resist digitisation Every cut is a freehand adjustment to cowlicks, density changes, previous box dye, and a client who tilts their head mid-section — the only genuinely digitised parts of the day are the appointment book and the retail till, which is why this sits at 17 rather than in the mixed band.
Hands-on in uncontrolled environments You stand seven to ten hours, work at shoulder height around a seated moving person, handle 40-volume peroxide and relaxer at the scalp, feel for elasticity and porosity with your fingers, and read scalp irritation by touch and smell — the 19 rather than 20 only because it happens in a fixed, lit salon rather than out in the field.
Licensed human required and personally liable State boards license you individually, require 1,000-1,500 training hours and a practical exam, and can suspend you for a chemical burn or a sanitation violation found on inspection — but a 12 not an 18 because the malpractice exposure is cosmetic damage and dermatitis, not bodily harm carrying the personal negligence stakes a nurse or engineer signs for.
Meaningful discretion You decide whether hair that has been keratin-treated can take bleach today, and that call is irreversible within twenty minutes — but the 10 rather than 15 is because the decision space is bounded by strand tests, manufacturer timing charts, and the option to say no and rebook.
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 (17/20 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 (12/20) is whether the law requires a licensed human to sign. Trust premium (17/20) is whether buyers specifically pay for a person. Judgment and accountability (10/20) 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 39 of this occupation's 75 points (52%).
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.
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 84/100, still SAFE.
Texture-specific licensure and demand: state natural-hair/braiding license carve-outs plus growth in clients paying premiums for stylists credentialed in specific curl patterns and chemical histories deepens the follow-the-person effect beyond current levels.
State cosmetology boards tightening scope-of-practice around chemical services after injury claims — e.g. rules requiring a licensed cosmetologist to perform and document a patch test and scalp assessment before any formaldehyde-releasing smoothing or lightener application, with the license holder personally liable for chemical burns. Several boards already carry sanitation/chemical-safety rules and Brazilian-blowout formaldehyde litigation plus FDA's proposed ban on formaldehyde in hair smoothers is the visible mechanism.
Formalized scalp/skin screening duty — cosmetology curricula and board rules already trending toward requiring referral when lesions, alopecia patterns, or chemical damage are observed; if a documented refuse-and-refer duty becomes enforceable, the role owns a consequential call under ambiguity (proceed with bleach on compromised hair or not).
Insurer-driven requirement: salon liability carriers conditioning coverage on documented licensed-stylist consultation records for color correction and chemical relaxing, effectively making the signature non-delegable to unlicensed assistants or app-generated recommendations.
The limit. trust_premium and embodiment are already near ceiling; the realistic headroom is in liability and documented judgment duty, not capability. Note also that deregulation is the live opposite risk — Arizona, Iowa and other states have moved to reduce cosmetology hour requirements and exempt blow-dry/braiding services, which would lower liability_shield rather than raise it.
| New York-Newark-Jersey City, NY-NJ | 27,660 | $36,120 +1% |
| Chicago-Naperville-Elgin, IL-IN | 12,000 | $34,260 -4% |
| Los Angeles-Long Beach-Anaheim, CA | 10,910 | $43,500 +22% |
| Philadelphia-Camden-Wilmington, PA-NJ-DE-MD | 9,960 | $37,320 +4% |
| Boston-Cambridge-Newton, MA-NH | 7,870 | $37,430 +5% |
| Washington-Arlington-Alexandria, DC-VA-MD-WV | 7,010 | $37,020 +3% |
| Dallas-Fort Worth-Arlington, TX | 6,630 | $33,960 -5% |
| Phoenix-Mesa-Chandler, AZ | 6,440 | $36,810 +3% |
| Corvallis, OR | 120 | $61,880 +73% |
| Bellingham, WA | 160 | $61,820 +73% |
| Spokane-Spokane Valley, WA | 570 | $61,440 +72% |
We have no reported case of a named organisation automating this occupation. Not one deployment, not one announcement.
That is worth saying out loud next to a score of 75. The verdict above is about what the work exposes — what current AI could do to these tasks. It is not a claim that anyone has done it. For this occupation those two things have come apart completely: the capability argument is on this page, and the evidence column is empty.
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.