Directly supervise and coordinate the activities of production and operating workers, such as inspectors, precision workers, machine setters and operators, assemblers, fabricators, and plant and system operators.
US jobs
673K
Avg. wage
$37/h
GDP output/y
$173B
Tasks
20
AI Parity
20%
Related occupationsFirst-Line Supervisors of Mechanics, Installers, and Repairers · First-Line Supervisors of Construction Trades and Extraction Workers · First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand · First-Line Supervisors of Material-Moving Machine and Vehicle Operators · First-Line Supervisors of Farming, Fishing, and Forestry Workers · First-Line Supervisors of Office and Administrative Support Workers · First-Line Supervisors of Passenger Attendants · First-Line Supervisors of Housekeeping and Janitorial 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 |
| No verified tasks in this view yet. Switch the filter to All tasks to see the full catalog. | |||||||
O*NET-SOC 51-1011.00 · 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