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
IndexInstallation, Maintenance, and RepairIndustrial Machinery Mechanics

Industrial Machinery Mechanics

Repair, install, adjust, or maintain industrial production and processing machinery or refinery and pipeline distribution systems.

US jobs

440K

Avg. wage

$33/h

GDP output/y

$103B

Tasks

16

AI Parity

12%

Related occupationsMaintenance Workers, Machinery · Electric Motor, Power Tool, and Related Repairers · Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic · Mobile Heavy Equipment Mechanics, Except Engines · Engine and Other Machine Assemblers · Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic · Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic · Control and Valve Installers and Repairers, Except Mechanical Door

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 49-9041.00 · 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