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The AI Parity Index0.1%Tasks measured1 of 18,796Unemployment4.1% · Aug 2026Payrolls+162K m/m · Aug 2026159.1M employedJob openings7.1M · Aug 20260.3M vs Jul 2026Wages$37.75/h avg · Aug 2026+3.1% y/yProductivity+1.4% q/q ann. · Q2 2026Inflation+3.4% y/y · Aug 2026Next upSoftware Developers · 16 more tasksNext releaseQ4 2026
The AI Parity Index0.1%Tasks measured1 of 18,796Unemployment4.1% · Aug 2026Payrolls+162K m/m · Aug 2026159.1M employedJob openings7.1M · Aug 20260.3M vs Jul 2026Wages$37.75/h avg · Aug 2026+3.1% y/yProductivity+1.4% q/q ann. · Q2 2026Inflation+3.4% y/y · Aug 2026Next upSoftware Developers · 16 more tasksNext releaseQ4 2026
Index›Production›Chemical Equipment Operators and Tenders

Chemical Equipment Operators and Tenders

Operate or tend equipment to control chemical changes or reactions in the processing of industrial or consumer products.

US jobs

140K

Avg. wage

$29/h

GDP output/y

$29B

Tasks

23

AI Parity

17%

Related occupationsChemical Plant and System Operators · Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders · Water and Wastewater Treatment Plant and System Operators · Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders · Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic · Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · Biomass Plant Technicians · Metal-Refining Furnace 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
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O*NET-SOC 51-9011.00 · 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