Manicurist and Pedicurist
This occupation's high structural score (72/100) reflects genuine physical hands-on work that current AI systems can't replicate: shaping and polishing nails, prepping cuticles, and applying nail art all require close-range fine-motor precision and constant, judgment-based adjustment to a specific client's hands and feet.
We have not ingested real-world usage data for this occupation yet. We show a band only where genuine data exists, rather than estimate one.
What a manicurist and pedicurist actually does
Manicurists and pedicurists clean, shape, and polish fingernails and toenails, apply nail treatments and decorative nail art, and provide hand and foot care for clients in salons, spas, and independent studios. Daily work includes sanitizing tools and equipment between clients, removing old polish, prepping cuticles, applying and shaping artificial nail extensions, giving hand and foot massages as part of a service, and advising clients on nail health and home-care routines.
The work is entirely hands-on and physical, performed at close range on a client's actual hands and feet, and requires sustained fine-motor precision, steady hands, and real-time visual judgment about shape, symmetry, and how a client's natural nails and skin are responding to a treatment. Most manicurists and pedicurists work in nail salons and full-service spas, though many also work independently or as booth renters, and every state requires a license to practice.
Why it reads this way
This occupation's high structural score (72/100) reflects genuine physical hands-on work that current AI systems can't replicate: shaping and polishing nails, prepping cuticles, and applying nail art all require close-range fine-motor precision and constant, judgment-based adjustment to a specific client's hands and feet.
Real automation attempts exist and are worth disclosing honestly rather than ignoring: Clockwork's unattended robotic-arm manicure kiosks shut down in 2025 after real scaling problems, and the company's successor, 10Beauty, has since raised roughly $70 million and placed robotic manicure machines at Ulta Beauty and Nordstrom locations, but as of August 2026 those machines still require a licensed cosmetology or nail technician on-site for every appointment, and 10Beauty is actively hiring for those roles rather than eliminating them.
That's a real, current, named example of automation being hired alongside licensed manicurists, not instead of them, the same pattern already documented on this site for Cosmetologist. Every state also requires a cosmetology-board manicurist or nail-technician license, typically 600-800 hours of training plus a state exam, a real, individually-held credential that keeps licensed humans, not machines, performing the service. BLS projects much-faster-than-average growth (7%) through 2034, a real, current demand signal rather than one facing automation-driven contraction.
Skills this role draws on
We don't yet have task-by-task time-share data for this occupation, so we can't show which specific tasks carry the exposure score above. This is the real skill set instead.
Typical salary range (USD)
$27,260–$48,080
Average: $35,760/yr
Range source: BLS Occupational Employment and Wage Statistics, May 2023-2025
Average source: BLS OEWS wage data for Manicurists and Pedicurists (39-5092.00) via O*NET OnLine, 2025 wage data (Annual Median Wage); min/max from BLS OEWS May 2023 10th/90th percentile
Related careers
Head-to-head comparisons
Manicurist and Pedicurist scores 72/100, reflecting genuinely hands-on, close-range physical work that current AI systems can't replicate: shaping and polishing nails, prepping cuticles, and applying nail art all require sustained fine-motor precision and real-time judgment specific to each client. Real commercial automation attempts exist: Clockwork's unattended robotic-arm manicure kiosks shut down in 2025, and successor 10Beauty's newer, better-funded robotic machines at Ulta Beauty and Nordstrom still require a licensed manicurist on-site for every appointment as of August 2026, the same 'hired alongside, not instead of' pattern already documented on this site for Cosmetologist. Every state requires an individually-held cosmetology-board manicurist license, reinforcing rather than driving the verdict. BLS projects much-faster-than-average growth (7%) through 2034.
This is a researched judgment (checklist v1.2), not a statistical measurement — it sits alongside, not instead of, the structural exposure signal above. Next scheduled review: 2027-02-19.
Sources (4)
- https://www.onetonline.org/link/summary/39-5092.00
- https://www.bls.gov/ooh/personal-care-and-service/manicurists-and-pedicurists.htm
- https://sfstandard.com/2025/02/06/sf-robot-manicure-company-clockwork-closes/
- https://wwd.com/beauty-industry-news/beauty-features/robot-manicure-10beauty-ulta-launch-1238341265/
Data sources & methodology
Salary data: BLS Occupational Employment and Wage Statistics, May 2023-2025. Min/max figures represent the 10th–90th percentile annual wage range across the United States. Average figure sourced separately: BLS OEWS wage data for Manicurists and Pedicurists (39-5092.00) via O*NET OnLine, 2025 wage data (Annual Median Wage); min/max from BLS OEWS May 2023 10th/90th percentile.
Automation Risk Score: Based on O*NET occupational analysis (39-5092.00) evaluating task complexity, physical requirements, social intelligence, and environmental variability. Methodology based on research from Frey & Osborne (Oxford, 2017).
Growth projections: 7% (2024-2034, much faster than average, per BLS Manicurists and Pedicurists outlook), based on BLS Occupational Outlook Handbook.