AI exposure: Hairdressers, Hairstylists, and Cosmetologists
Provide beauty services, such as cutting, coloring, and styling hair, and massaging and treating scalp. May shampoo hair, apply makeup, dress wigs, remove hair, and provide nail and skincare services.
Reading this score
computedAt 18.9% of weighted task load, Hairdressers, Hairstylists, and Cosmetologists sits at the 32th percentile, below the point where a job's centre of gravity has moved. 72.8% of what this role does is untouched, meaning current systems cannot produce that work at all, whatever the commercial incentive.
What holds the line here is embodiment. Across this occupation's 20 tasks it averages 2.17 out of 3, the highest of the five friction dimensions. In plain terms, the work has to happen in physical space. A language model cannot move matter. Until the robotics to do this work is both good enough and cheap enough to deploy widely, capability in software does not reach it.
The most exposed thing this job does is Schedule client appointments, at 93.3%. The least is Attach wigs or hairpieces to model heads and dress wigs and hairpieces according to..., at 0.0%. A gap of 93.3% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within personal care and service occupations, this one is less exposed than the median of 24.4% across the group's 31 roles, with 22 scoring higher. Being in an exposed family does not make a particular job exposed, and the reverse holds too.
What would move this score. Of 20 tasks, 5 are currently banded exposed, 1 assisted and 14 untouched. For that distribution to shift materially would take robotics cheap and reliable enough to deploy at scale, not a better language model. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 1.10 | 0-4 |
| Embodiment | 2.17 | 0-3 |
| Presence | 1.58 | 0-3 |
| Accountability | 0.74 | 0-3 |
| Context | 1.01 | 0-3 |
| Verification cost | 0.85 | 0-3 |
Task by task
20 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Schedule client appointments. | 93.3% | 6.7% | 0.0% | 4.62 | exposed |
| Update and maintain customer information records, such as beauty services provided. | 73.3% | 26.7% | 0.0% | 4.46 | exposed |
| Order, display, and maintain supplies. | 38.3% | 11.7% | 50.0% | 3.82 | exposed |
| Recommend and explain the use of cosmetics, lotions, and creams to soften and lubricate skin and enhance and restore natural appearance. | 35.0% | 40.0% | 25.0% | 3.86 | assisted |
| Develop new styles and techniques. | 30.0% | 20.0% | 50.0% | 4.07 | exposed |
| Demonstrate and sell hair care products and cosmetics. | 30.0% | 20.0% | 50.0% | 4.04 | exposed |
| Train or supervise other hairstylists, hairdressers, and assistants. | 21.2% | 16.2% | 62.5% | 3.66 | untouched |
| Operate cash registers to receive payments from patrons. | 13.3% | 11.7% | 75.0% | 4.23 | untouched |
| Analyze patrons' hair and other physical features to determine and recommend beauty treatment or suggest hair styles. | 11.7% | 13.3% | 75.0% | 4.44 | untouched |
| Administer therapeutic medication and advise patron to seek medical treatment for chronic or contagious scalp conditions. | 10.0% | 27.5% | 62.5% | 3.96 | untouched |
| Keep work stations clean and sanitize tools, such as scissors and combs. | 0.0% | 0.0% | 100.0% | 4.80 | untouched |
| Bleach, dye, or tint hair, using applicator or brush. | 0.0% | 0.0% | 100.0% | 4.61 | untouched |
| Cut, trim and shape hair or hairpieces, based on customers' instructions, hair type, and facial features, using clippers, scissors, trimmers and razors. | 0.0% | 0.0% | 100.0% | 4.50 | untouched |
| Shampoo, rinse, condition, and dry hair and scalp or hairpieces with water, liquid soap, or other solutions. | 0.0% | 0.0% | 100.0% | 4.50 | untouched |
| Massage and treat scalp for hygienic and remedial purposes, using hands, fingers, or vibrating equipment. | 0.0% | 0.0% | 100.0% | 4.34 | untouched |
| Apply water or setting, straightening or waving solutions to hair, and use curlers, rollers, hot combs and curling irons to press and curl hair. | 0.0% | 0.0% | 100.0% | 4.29 | untouched |
| Shave, trim, and shape beards and moustaches. | 0.0% | 0.0% | 100.0% | 4.26 | untouched |
| Comb, brush, and spray hair or wigs to set style. | 0.0% | 0.0% | 100.0% | 4.15 | untouched |
| Shape eyebrows and remove facial hair, using depilatory cream, tweezers, electrolysis or wax. | 0.0% | 0.0% | 100.0% | 4.01 | untouched |
| Attach wigs or hairpieces to model heads and dress wigs and hairpieces according to instructions, samples, sketches or photographs. | 0.0% | 0.0% | 100.0% | 2.91 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.
What this means in practice
Most of this work is not reachable by current systems, so the immediate pressure is on the administrative edges of the role rather than its core: the scheduling, the reporting, the written records. That is where time is recovered.