AI Stole My Job

Will AI replace Manicurists and Pedicurists?

Estimated risk score: 17 out of 100

Very low replacement risk

Estimate from published task research, not reviewed by a person · how we estimate

Within about 19 points for 4 in 5 of the jobs we checked (0 to 36).

For the occupation as a whole, from ratings of its 18 O*NET tasks published in 2023 and calibrated to our hand scores. A specialty inside it can sit higher or lower.

O*NET-SOC 39-5092.00 · Personal Care and Service

Tasks rated in 2023 as ones AI could do or speed up

Tasks a GPT-4-class model could do, or do in half the time or less: 2 of its 18 rated tasks. In O*NET’s words.

  1. Maintain supply inventories and records of client services.
  2. Schedule client appointments and accept payments.

Tasks rated in 2023 as not sped up by AI

Tasks such a model was rated as not speeding up or taking over: 16 of its 18 rated tasks; the first 6 are shown. In O*NET’s words.

  1. Apply undercoat and clear or colored polish onto nails with brush.
  2. Assess the condition of clients' hands, remove dead skin, and massage hands.
  3. Clean and sanitize tools and work environment.
  4. Decorate clients' nails by piercing or attaching ornaments or designs.
  5. Extend nails using powder, solvent, and paper forms attached to tips of customers' fingers to support and shape artificial nails.
  6. Polish nails, using powdered polish and buffer.

What the job is

Clean and shape customers' fingernails and toenails. May polish or decorate nails.

Also called: Manicurist, Pedicurist, Nail Technician (Nail Tech), Nail Tech, Nail Artist, Spa Nail Tech, Salon Nail Tech, Fingernail Former.

Source. This site includes information from the O*NET 30.1 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. USDOL/ETA has not approved, endorsed, or tested these modifications. (O*NET, CC BY 4.0.) Task ratings: Eloundou, Manning, Mishkin and Rock (2023), “GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models”, data used under the MIT licence (licence texts). Our change: we averaged the ratings over this occupation’s tasks and calibrated them to our 0–100 scale. It is not a prediction about any one person and not career advice. Disagree? Write to hello@yourstopwashit.com. How we estimate