Verdict
Driver/Sales Workers and Laborers and Freight, Stock, and Material Movers, Hand are effectively tied on AI exposure (30 vs 28). Choose on pay, interest and entry cost — not on automation risk.
Transportation
30 /100
Physical delivery and hands-on vending machine work remain human, though transaction recording faces incremental automation.
Full risk profile →Transportation
28 /100
Heavy manual labor in variable settings resists automation, though sortation and conveyance are increasingly robotic.
Full risk profile →| Metric | Driver/Sales Workers | Laborers and Freight, Stock, and Material Movers, Hand |
|---|---|---|
| AI Fear Score | 30/100 | 28/100 |
| Risk band | Resilient | Resilient |
| Automation probability | 30% | 28% |
| LLM task exposure | 30% | 28% |
| Median pay (BLS) | $37,130 | $38,940 |
| US workers | 417,420 | 2,982,530 |
| Timeline | Cashless payments are already reducing manual transaction recording; full automation of physical delivery routes requires robotics breakthroughs unlikely before 2032. | Robotic sortation and autonomous mobile robots are displacing roles in structured warehouses now; unstructured outdoor and mixed-freight contexts will take considerably longer. |
For long-tail occupations the two research anchors share a single AI-reviewed exposure estimate — see the methodology.
The usual pivots that reuse your experience while cutting exposure: Route sales manager, Vending operations supervisor, Last-mile logistics coordinator. See the full plan →
They're effectively tied: Driver/Sales Workers scores 30/100 and Laborers and Freight, Stock, and Material Movers, Hand scores 28/100 on our AI exposure scale.
Laborers and Freight, Stock, and Material Movers, Hand pays more at the median: $38,940 vs $37,130 (BLS May 2024).
Scores are estimates, not predictions — two research anchors applied to task mixes, with BLS May-2024 wages and employment. Not career advice.