Direct or coordinate production, purchasing, warehousing, distribution, or financial forecasting services or activities to limit costs and improve accuracy, customer service, or safety.
US jobs
221K
Avg. wage
$58/h
GDP output/y
$80B
Tasks
30
AI Parity
3%
Related occupationsLogistics Analysts · Logisticians · Transportation, Storage, and Distribution Managers · Logistics Engineers · Purchasing Managers · Industrial Production Managers · Industrial Engineers · Purchasing Agents, Except Wholesale, Retail, and Farm Products
A specialization of Transportation, Storage, and Distribution 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 11-3071.04 · 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