Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Sup. of Trans. Workers:

48.3%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

High

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient supervising 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 supervising transportation workers, six of eight sources had data (Anthropic and Microsoft were missing). The AI exposure sources split: AI Resilience Model rated resilience Low, while Will Robots Take My Job and OpenAI Signals both landed at Medium, keeping confidence at medium-high. Strong economic opportunity from Adaptive Capacity pushed the score up, landing this role at "Somewhat Resilient."

AI Resilience Report forFirst-Line Supervisors of Transportation Workers, All Other

$62,890 median salary•900 annual openings•SOC Code: 53-1049.00

First-Line Supervisors of Transportation Workers, All Other are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.

This career lands in "Somewhat Resilient" because AI is already taking over a real chunk of the work, especially scheduling, dispatch, recordkeeping, and routing, which used to fill a big part of a supervisor's day. The good news is that the most important parts of the job, like enforcing safety rules, handling worker conflicts, and making judgment calls in the moment, still need a human who is physically present and accountable.

Learn more about how you can thrive in this position

This role is somewhat resilient

This career lands in "Somewhat Resilient" because AI is already taking over a real chunk of the work, especially scheduling, dispatch, recordkeeping, and routing, which used to fill a big part of a supervisor's day. The good news is that the most important parts of the job, like enforcing safety rules, handling worker conflicts, and making judgment calls in the moment, still need a human who is physically present and accountable.

Read full analysis

Analysis of current AI resilience

Sup. of Trans. Workers

Updated quarterly

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Latest AI news for Sup. of Trans. Workers

These articles provide vital insights for students pursuing careers as First-Line Supervisors of Transportation Workers. They highlight that while AI and automation may reduce the number of workers in logistics—like UPS automating a significant portion of its operations—there is still a demand for skilled supervisors who can manage AI-driven systems effectively. Understanding these trends can foster resilience in this career path, as supervisory roles may evolve rather than disappear, emphasizing the need for adaptability and continuous learning in a changing landscape.

More Career Info

Career: First-Line Supervisors of Transportation Workers, All Other

They oversee transportation workers, making sure everyone follows safety rules and schedules to keep things running smoothly and on time.

Employment & Wage Data

* Data estimated from parent occupation

Median Wage

$62,890

Jobs (2025)

9,700

Growth (2025-35)

+9.3%

Annual Openings

900

Education

High school diploma or equivalent

Experience

Less than 5 years

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

94% ResilienceSupplemental

Assist workers in tasks such as coupling railroad cars or loading vehicles.

2

92% ResilienceCore Task

Drive vehicles or operate machines or equipment to complete work assignments or to assist workers.

3

88% ResilienceCore Task

Enforce safety rules and regulations.

4

86% ResilienceCore Task

Resolve worker problems or collaborate with employees to assist in problem resolution.

5

85% ResilienceCore Task

Direct workers in transportation or related services, such as pumping, moving, storing, or loading or unloading of materials or people.

6

80% ResilienceCore Task

Recommend or implement personnel actions, such as employee selection, evaluation, rewards, or disciplinary actions.

7

78% ResilienceCore Task

Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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