Manicurists and Pedicurists

Manicurists and Pedicurists score 8 out of 100, which is low exposure to AI. That ranks #772 of 923 US occupations, where #1 is the most exposed. Of the 18 tasks in this job, AI could speed up 1 on its own and 1 more with extra software built on top of it. In April–May 2026, 2 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

8/ 100

Low

Rank: #772of 923 jobs
US workers: 152,770BLS, May 2025
Median pay: $35,760a year
In real AI use: 2 of 18tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 1 (6%)
AI can speed this up with extra software: 1 (6%)
Little or no AI speed-up: 16 (89%)

Maintain supply inventories and records of client services.AI can speed this up on its own · core task
Schedule client appointments and accept payments.AI can speed this up with extra software · core task · Seen in real AI use
Clean and sanitize tools and work environment.Little or no AI speed-up · core task
Apply undercoat and clear or colored polish onto nails with brush.Little or no AI speed-up · core task
Shape and smooth ends of nails, using scissors, files, or emery boards.Little or no AI speed-up · core task
Prepare nail cuticles with water and oil, using cuticle knives to push back cuticles and scissors or nippers to trim cuticles.Little or no AI speed-up · core task
Prepare customers' nails in soapy water, using swabs, files, and orange sticks.Little or no AI speed-up · core task
Remove previously applied nail polish, using liquid remover and swabs.Little or no AI speed-up · core task
Use rotary abrasive wheels to shape and smooth nails or artificial extensions.Little or no AI speed-up · core task
Assess the condition of clients' hands, remove dead skin, and massage hands.Little or no AI speed-up · core task
Roughen surfaces of fingernails, using abrasive wheel.Little or no AI speed-up · core task
Advise clients on nail care and use of products and colors.Little or no AI speed-up · core task · Seen in real AI use
Treat nails to repair or improve strength and resilience by wrapping.Little or no AI speed-up · core task
Extend nails using powder, solvent, and paper forms attached to tips of customers' fingers to support and shape artificial nails.Little or no AI speed-up · core task
Polish nails, using powdered polish and buffer.Little or no AI speed-up · core task
Whiten underside of nails with white paste or pencils.Little or no AI speed-up · core task
Promote and sell nail care products.Little or no AI speed-up · core task
Decorate clients' nails by piercing or attaching ornaments or designs.Little or no AI speed-up · core task

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Questions about manicurists and pedicurists and AI

Will AI replace manicurists and pedicurists?

Unlikely. Most of the work is hard for today's AI to speed up. Manicurists and Pedicurists score 8 out of 100 (low exposure), #772 of 923 US jobs. AI could speed up 2 of the job's 18 tasks, 1 of them on its own, while 16 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which manicurists and pedicurists tasks can AI do?

The most exposed tasks include "Maintain supply inventories and records of client services".

Which manicurists and pedicurists tasks are hardest for AI?

Tasks with little or no AI speed-up include "Clean and sanitize tools and work environment"; "Apply undercoat and clear or colored polish onto nails with brush"; "Shape and smooth ends of nails, using scissors, files, or emery boards".

Are people already using AI for this work?

Yes. In April–May 2026, 2 of the 18 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as manicurists and pedicurists, and what do they earn?

About 152,770 people in the US, with median pay of $35,760 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.