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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
THE AI PARITY INDEX
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Index›Healthcare Practitioners and Technical›Physicians, Pathologists

Physicians, Pathologists

Diagnose diseases and conduct lab tests using organs, body tissues, and fluids.

US jobs

11K

Avg. wage

$137/h

GDP output/y

$6.6B

Tasks

19

AI Parity

12%

Related occupationsPediatric Surgeons · Cardiologists · Radiologists · Medical and Clinical Laboratory Technologists · Allergists and Immunologists · Orthopedic Surgeons, Except Pediatric · Cytotechnologists · Histotechnologists

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 29-1222.00 · 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