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
| Human | Best AI | ||||||
|---|---|---|---|---|---|---|---|
| # | Task ↕O*NET 30.1 · DOL | Output/y ▾est. · BEA + BLS | Verification method ↕est. · rubric v1 | Qualitymeasured baseline | Configurationverified runs | Qualitysame test | vs 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