Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Transportation Workers:

50.9%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient transportation work (all other transportation workers) is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For transportation workers in this broad category, only three of eight sources had data, which is why confidence is low-medium. The sources that did weigh in agreed that hands-on physical work stays largely human, but pay and mobility signals came in low. That gap between strong human contribution and weaker economic opportunity lands this role at "Mostly Resilient."

AI Resilience Report forTransportation Workers, All Other

$45,650 median salary•1,600 annual openings•SOC Code: 53-6099.00

Transportation Workers, All Other are somewhat more resilient to AI impacts than most occupations, according to our analysis of 3 sources.

Transportation workers land in the "Mostly Resilient" category because AI is changing how the job gets done rather than eliminating it entirely. Robots are taking over repetitive warehouse lifting and AI tools are helping with routing and dispatch, but human judgment, safety awareness, and hands-on problem-solving are still what keep operations running smoothly.

Learn more about how you can thrive in this position

This role is mostly resilient

Transportation workers land in the "Mostly Resilient" category because AI is changing how the job gets done rather than eliminating it entirely. Robots are taking over repetitive warehouse lifting and AI tools are helping with routing and dispatch, but human judgment, safety awareness, and hands-on problem-solving are still what keep operations running smoothly.

Read full analysis

Analysis of current AI resilience

Transportation Workers

Updated quarterly

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Latest AI news for Transportation Workers

These articles highlight the transformative impact of AI on careers in transportation, particularly for "Transportation Workers, All Other." For instance, the AI Workforce Report notes that many roles involve repetitive tasks, making them susceptible to automation through AI in logistics tracking. Additionally, projections indicate that by 2029, 35% of tasks for rail workers may be automated. However, this shift also presents opportunities for workers to adapt and develop AI resilience, ensuring relevance in a changing job landscape. Embracing new technologies can lead to innovative roles within the industry.

More Career Info

Career: Transportation Workers, All Other

They help move people or goods by performing various tasks like loading, unloading, or operating different vehicles to ensure everything reaches the right place safely.

Employment & Wage Data

Median Wage

$45,650

Jobs (2025)

13,700

Growth (2025-35)

+4.0%

Annual Openings

1,600

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

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