Railroad workers AI Displacement Score: 4/10

Key Finding

Railroad workers 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 77,900 workers in this role in the US, earning a median of $75,680.

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

Why This Score

Railroad workers scored 4/10, well below the global average of 5.7. This role involves significant physical work, unpredictable environments, or deep human interaction that current AI systems cannot replicate. With 77,900 workers and a median salary of $75,680, the economics of building robots for this work don't make sense yet. Your main risk isn't AI replacement but rather AI changing adjacent roles.

What does 4/10 mean?

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

Railroad workers 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

Material moving machine operators 4/10

Delivery truck drivers and driver/sales workers 3/10

Flight attendants 3/10

Frequently Asked Questions

Will AI replace railroad workers?

Railroad workers 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 railroad workers?

The AI displacement score for Railroad workers 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), Material moving machine operators (4/10), Airline and commercial pilots (5/10).

How many railroad workers are there in the US?

There are approximately 77,900 railroad workers in the United States, with a median pay of $75,680 and a projected job outlook of +1%.

What should railroad workers do about AI?

With a score of 4/10, railroad workers 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