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
THE AI PARITY INDEX
MethodAboutWork with us
Index›Office and Administrative Support›Bill and Account Collectors

Bill and Account Collectors

Locate and notify customers of delinquent accounts by mail, telephone, or personal visit to solicit payment.

US jobs

159K

Avg. wage

$24/h

GDP output/y

$20B

Tasks

15

AI Parity

26%

Related occupationsCredit Authorizers, Checkers, and Clerks · Tax Examiners and Collectors, and Revenue Agents · Customer Service Representatives · Tellers · Billing and Posting Clerks · Bookkeeping, Accounting, and Auditing Clerks · Insurance Claims and Policy Processing Clerks · Correspondence Clerks

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 43-3011.00 · 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