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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›Transportation and Material Moving›Dredge Operators

Dredge Operators

Operate dredge to remove sand, gravel, or other materials in order to excavate and maintain navigable channels in waterways.

US jobs

1K

Avg. wage

$27/h

GDP output/y

$225M

Tasks

6

AI Parity

0%

Related occupationsHoist and Winch Operators · Operating Engineers and Other Construction Equipment Operators · Excavating and Loading Machine and Dragline Operators, Surface Mining · Rotary Drill Operators, Oil and Gas · Helpers--Extraction Workers · Continuous Mining Machine Operators · Riggers · Earth Drillers, Except Oil and Gas

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 53-7031.00 · 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