Hairdressers, Hairstylists, and Cosmetologists: daily tasks & AI impact
This page breaks Hairdressers, Hairstylists, and Cosmetologists into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 26/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Keep work stations clean and sanitize tools, such as scissors and combs. Core | 4.62 | — | — |
| Bleach, dye, or tint hair, using applicator or brush. Core | 4.58 | — | — |
| Cut, trim and shape hair or hairpieces, based on customers' instructions, hair type, and facial features, using clippers, scissors, trimmers and razors. Core | 4.49 | — | — |
| Schedule client appointments. Core | 4.47 | — | — |
| Update and maintain customer information records, such as beauty services provided. Core | 4.45 | — | — |
| Demonstrate and sell hair care products and cosmetics. Core | 4.43 | — | — |
| Analyze patrons' hair and other physical features to determine and recommend beauty treatment or suggest hair styles. Core | 4.39 | — | — |
| Shampoo, rinse, condition, and dry hair and scalp or hairpieces with water, liquid soap, or other solutions. Core | 4.34 | — | — |
| Operate cash registers to receive payments from patrons. Core | 4.33 | — | — |
| Order, display, and maintain supplies. Core | 4.19 | — | — |
| Comb, brush, and spray hair or wigs to set style. Core | 4.15 | — | — |
| Develop new styles and techniques. Core | 4.13 | — | — |
| Apply water or setting, straightening or waving solutions to hair, and use curlers, rollers, hot combs and curling irons to press and curl hair. Core | 4.1 | — | — |
| Shape eyebrows and remove facial hair, using depilatory cream, tweezers, electrolysis or wax. Core | 3.87 | — | — |
| Shave, trim, and shape beards and moustaches. Core | 3.73 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Hairdressers, Hairstylists, and Cosmetologists tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Hairdressers, Hairstylists, and Cosmetologists tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Hairdressers, Hairstylists, and Cosmetologists task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.