Material moving machine operators AI Displacement Score: 4/10

Key Finding

Material moving machine operators face a moderate ai exposure AI displacement risk, scoring 4/10 on the JobHunter AI Displacement Index (global average: 5.7/10). There are approximately 867,700 workers in this role in the US, earning a median of $46,620.

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

What does 4/10 mean?

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

Material moving machine operators scored 4/10 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

Railroad workers 4/10

Delivery truck drivers and driver/sales workers 3/10

Flight attendants 3/10

Frequently Asked Questions

Will AI replace material moving machine operators?

Material moving machine operators scored 4/10 on AI displacement risk (global average: 5.7). This means moderate 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 material moving machine operators?

The AI displacement score for Material moving machine operators is 4 out of 10, based on analysis of 342 occupations using Karpathy's research framework. The global average is 5.7/10. Similar roles score: Bus drivers (4/10), Railroad workers (4/10), Airline and commercial pilots (5/10).

How many material moving machine operators are there in the US?

There are approximately 867,700 material moving machine operators in the United States, with a median pay of $46,620 and a projected job outlook of +1%.

What should material moving machine operators do about AI?

With a score of 4/10, material moving machine operators should focus on skills AI can't easily replicate: complex judgment, relationship building, creative problem-solving, and physical-world interaction. Learning to use AI tools as leverage (not competition) is the highest-ROI move.

What AI can already do in this role