Compile and keep personnel records.
US jobs
90K
Avg. wage
$25/h
GDP output/y
$12B
Tasks
19
AI Parity
42%
Related occupationsHuman Resources Specialists · Human Resources Managers · Eligibility Interviewers, Government Programs · Payroll and Timekeeping Clerks · Compensation, Benefits, and Job Analysis Specialists · First-Line Supervisors of Office and Administrative Support Workers · Executive Secretaries and Executive Administrative Assistants · Compensation and Benefits Managers
| Human | Best AI | ||||||
|---|---|---|---|---|---|---|---|
| # | Task ↕O*NET 30.1 · DOL | Output/y ▾est. · BEA + BLS | Verification method ↕est. · rubric v1 | Qualitymeasured baseline | Configurationverified runs | Qualitysame test | vs human× output · − pts |
| No verified tasks in this view yet. Switch the filter to All tasks to see the full catalog. | |||||||
O*NET-SOC 43-4161.00 · 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