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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›Construction and Extraction›Floor Sanders and Finishers

Floor Sanders and Finishers

Scrape and sand wooden floors to smooth surfaces using floor scraper and floor sanding machine, and apply coats of finish.

US jobs

4K

Avg. wage

$25/h

GDP output/y

$530M

Tasks

7

AI Parity

0%

Related occupationsFloor Layers, Except Carpet, Wood, and Hard Tiles · Furniture Finishers · Carpet Installers · Terrazzo Workers and Finishers · Tile and Stone Setters · Drywall and Ceiling Tile Installers · Cement Masons and Concrete Finishers · Grinding and Polishing Workers, Hand

Tasks

HumanBest AI
#Task ↕O*NET 30.1 · DOLOutput/y ▴est. · BEA + BLSVerification method ↕est. · rubric v1Qualitymeasured baselineConfigurationverified runsQualitysame testvs human× output · − pts
No verified tasks in this view yet. Switch the filter to All tasks to see the full catalog.

O*NET-SOC 47-2043.00 · 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