Barbers: daily tasks & AI impact
This page breaks Barbers 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 22/100 (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 |
|---|---|---|---|
| Clean and sterilize scissors, combs, clippers, and other instruments. Core | 4.93 | — | — |
| Drape and pin protective cloths around customers' shoulders. Core | 4.92 | — | — |
| Cut and trim hair according to clients' instructions or current hairstyles, using clippers, combs, hand-held blow driers, and scissors. Core | 4.92 | — | — |
| Question patrons regarding desired services and haircut styles. Core | 4.8 | — | — |
| Clean work stations and sweep floors. Core | 4.73 | — | — |
| Apply lather and shave beards or neck and temple hair contours, using razors. Core | 4.38 | — | — |
| Record services provided on cashiers' tickets or receive payment from customers. Core | 4.21 | — | — |
| Shape and trim beards and moustaches, using scissors. Core | 4.19 | — | — |
| Perform clerical and administrative duties such as keeping records, paying bills, and hiring and supervising personnel. Core | 4.13 | — | — |
| Stay informed of the latest styles and hair care techniques. Core | 3.78 | — | — |
| Suggest treatments to alleviate hair problems. Core | 3.72 | — | — |
| Order supplies. Core | 3.61 | — | — |
| Provide skin care and nail treatments. Supplemental | 3.27 | — | — |
| Shampoo hair. Core | 3.25 | — | — |
| Recommend and sell lotions, tonics, or other cosmetic supplies. Core | 3.14 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Barbers 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 Barbers 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 Barbers 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.