Manicurists and Pedicurists

Most exposed tasks

No task is classified fully automatable in this release. The highest-exposure task relative to this role is shown in the free snapshot above; the assistive work is detailed next.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Schedule client appointments and accept payments.65
• Maintain supply inventories and records of client services.55
• Promote and sell nail care products.35

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Prepare nail cuticles with water and oil, using cuticle knives to push back cuticles and scissors or nippers to trim cuticles.8
• Prepare customers' nails in soapy water, using swabs, files, and orange sticks.8
• Clean and sanitize tools and work environment.10

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 18 puts Manicurists and Pedicurists in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 18 analyzed tasks lean automatable, 3 augmentable, and 15 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $35,760median wage
• 152,770employed
• 24,800annual openings
• +7.0%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Hairdressers, Hairstylists, and Cosmetologists 26
• Painting, Coating, and Decorating Workers 15
• Barbers 27
• Skincare Specialists 21
• Shampooers 30
• Furniture Finishers 16

How this score was calculated

FAQ — Manicurists and Pedicurists

Will AI replace Manicurists and Pedicurists?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 18 mean for a Manicurists and Pedicurists?

It means that, weighted across the 18 tasks we analyzed for this role, the task mix sits at 18 on a 0–100 exposure scale — in the least-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Prepare nail cuticles with water and oil, using cuticle knives to push back cuticles and scissors or nippers to trim cuticles; Prepare customers' nails in soapy water, using swabs, files, and orange sticks; Clean and sanitize tools and work environment. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.