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The AI Parity Index0.1%Tasks measured1 of 18,796Unemployment4.1% · Jul 20260.1 pt vs Jun 2026Payrolls−23K m/m · Jul 2026158.9M employedJob openings7.4M · Jun 20260.2M vs May 2026Wages$37.62/h avg · Jul 2026+3.2% y/yProductivity+1.4% q/q ann. · Q2 2026Inflation+3.4% y/y · Jul 2026Next upSoftware Developers · 16 more tasksNext releaseQ4 2026
The AI Parity Index0.1%Tasks measured1 of 18,796Unemployment4.1% · Jul 20260.1 pt vs Jun 2026Payrolls−23K m/m · Jul 2026158.9M employedJob openings7.4M · Jun 20260.2M vs May 2026Wages$37.62/h avg · Jul 2026+3.2% y/yProductivity+1.4% q/q ann. · Q2 2026Inflation+3.4% y/y · Jul 2026Next upSoftware Developers · 16 more tasksNext releaseQ4 2026
THE AI PARITY INDEX
MethodAboutWork with us
Index›Personal Care and Service›Manicurists and Pedicurists

Manicurists and Pedicurists

Clean and shape customers' fingernails and toenails.

US jobs

153K

Avg. wage

$19/h

GDP output/y

$14B

Tasks

18

AI Parity

6%

Related occupationsHairdressers, Hairstylists, and Cosmetologists · Painting, Coating, and Decorating Workers · Skincare Specialists · Barbers · Shampooers · Furniture Finishers · Makeup Artists, Theatrical and Performance · Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

Tasks

HumanBest AI
#Task ↕O*NET 30.1 · DOLOutput/y ▴est. · BEA + BLSVerification method ↕est. · rubric v1Qualitymeasured baselineConfigurationverified runsQualitysame testvs human× output · − pts
No verified tasks in this view yet. Switch the filter to All tasks to see the full catalog.

O*NET-SOC 39-5092.00 · tasks and importance from O*NET 30.1 · jobs and wages BLS OEWS May 2025 · GDP by industry BEA 2025

Working prototype by Recursiv Labs · not an official SPARK AI or UC San Diego publication · Data · © 2026