Resolve disputes between workers and managers, negotiate collective bargaining agreements, or coordinate grievance procedures to handle employee complaints.
US jobs
65K
Avg. wage
$47/h
GDP output/y
$15B
Tasks
28
AI Parity
6%
Related occupationsArbitrators, Mediators, and Conciliators · Equal Opportunity Representatives and Officers · Human Resources Managers · Human Resources Specialists · Compensation, Benefits, and Job Analysis Specialists · Compensation and Benefits Managers · Human Resources Assistants, Except Payroll and Timekeeping · Public Relations 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 13-1075.00 · 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