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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
IndexBuilding and Grounds Cleaning and MaintenanceFirst-Line Supervisors of Housekeeping and Janitorial Workers

First-Line Supervisors of Housekeeping and Janitorial Workers

Directly supervise and coordinate work activities of cleaning personnel in hotels, hospitals, offices, and other establishments.

US jobs

179K

Avg. wage

$26/h

GDP output/y

$23B

Tasks

26

AI Parity

19%

Related occupationsFirst-Line Supervisors of Office and Administrative Support Workers · First-Line Supervisors of Mechanics, Installers, and Repairers · First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services · First-Line Supervisors of Production and Operating Workers · First-Line Supervisors of Personal Service Workers · First-Line Supervisors of Food Preparation and Serving Workers · First-Line Supervisors of Passenger Attendants · First-Line Supervisors of Construction Trades and Extraction Workers

Tasks

HumanBest AI
#Task O*NET 30.1 · DOLOutput/y est. · BEA + BLSVerification method est. · rubric v1Qualitymeasured baselineConfigurationverified runsQualitysame testvs human× output · − pts
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O*NET-SOC 37-1011.00 · 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