Hand laborers and material movers AI Displacement Score: 2/10

Key Finding

Hand laborers and material movers face a low ai exposure AI displacement risk, scoring 2/10 on the JobHunter AI Displacement Index (global average: 5.7/10). There are approximately 6,950,000 workers in this role in the US, earning a median of $37,680.

Source: JobHunter AI Displacement Index - 342 occupations analyzed using Karpathy's research framework

Why This Score

Hand laborers and material movers scored 2/10, making it one of the most AI-resistant occupations analyzed. This role requires physical dexterity, real-world problem-solving, or deep empathic connection that AI is decades away from replicating. With 6,950,000 workers earning $37,680 median, this career path offers strong insulation from AI disruption. The opportunity here is using AI tools to become more efficient, not defending against replacement.

What does 2/10 mean?

0 - AI-proof Global avg: 5.7 10 - Fully exposed

Hand laborers and material movers scored 2/10 across 342 occupations analyzed using Karpathy's AI displacement research framework. The global average is 5.7/10. This role is less exposed than average.

Transportation & Material Moving - All Scores

Air traffic controllers 7/10

Airline and commercial pilots 5/10

Heavy and tractor-trailer truck drivers 5/10

Taxi drivers, shuttle drivers, and chauffeurs 5/10

Bus drivers 4/10

Material moving machine operators 4/10

Railroad workers 4/10

Delivery truck drivers and driver/sales workers 3/10

Frequently Asked Questions

Will AI replace hand laborers and material movers?

Hand laborers and material movers scored 2/10 on AI displacement risk (global average: 5.7). This means low ai exposure risk of significant AI disruption. Rather than full replacement, most roles at this level see task automation - certain parts of the job get absorbed by AI while new responsibilities emerge.

What is the AI displacement score for hand laborers and material movers?

The AI displacement score for Hand laborers and material movers is 2 out of 10, based on analysis of 342 occupations using Karpathy's research framework. The global average is 5.7/10. Similar roles score: Delivery truck drivers and driver/sales workers (3/10), Flight attendants (3/10), Water transportation workers (3/10).

How many hand laborers and material movers are there in the US?

There are approximately 6,950,000 hand laborers and material movers in the United States, with a median pay of $37,680 and a projected job outlook of +4%.

What should hand laborers and material movers do about AI?

With a score of 2/10, hand laborers and material movers should focus on complex navigation judgment, customer interaction, and handling unexpected road conditions. While autonomous vehicles advance in controlled environments, last-mile delivery, rural routes, and hazardous cargo still rely on experienced human operators. Understanding fleet management technology positions you for supervisory roles as automation scales.

What AI can already do in this role