LIVE
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
IndexConstruction and ExtractionSeptic Tank Servicers and Sewer Pipe Cleaners

Septic Tank Servicers and Sewer Pipe Cleaners

Clean and repair septic tanks, sewer lines, or drains.

US jobs

31K

Avg. wage

$26/h

GDP output/y

$3.9B

Tasks

22

AI Parity

14%

Related occupationsPlumbers, Pipefitters, and Steamfitters · Pipelayers · Water and Wastewater Treatment Plant and System Operators · Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters · Maintenance and Repair Workers, General · Cleaners of Vehicles and Equipment · Construction Laborers · Operating Engineers and Other Construction Equipment Operators

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 47-4071.00 · 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