Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Bus Driver:

47.4%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient bus driving 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 bus drivers, seven of eight sources had data (only Anthropic was missing), but they disagreed on AI exposure: AI Resilience Model rated human contribution high, while Microsoft and Will Robots Take My Job rated it low. That split keeps confidence at medium. Weak pay and mobility signals pulled the score down, landing bus driving at "Somewhat Resilient."

AI Resilience Report forBus Drivers, Transit and Intercity

$59,050 median salary•21,100 annual openings•SOC Code: 53-3052.00

Bus Drivers, Transit and Intercity are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.

Bus driving is labeled "Somewhat Resilient" because AI is actively changing parts of the job, even if it is not replacing drivers outright. Tools like AI dash cams, automated scheduling software, and maintenance systems are already reshaping daily workflows, meaning drivers will need to adapt to working alongside these technologies rather than ignoring them.

Learn more about how you can thrive in this position

This role is somewhat resilient

Bus driving is labeled "Somewhat Resilient" because AI is actively changing parts of the job, even if it is not replacing drivers outright. Tools like AI dash cams, automated scheduling software, and maintenance systems are already reshaping daily workflows, meaning drivers will need to adapt to working alongside these technologies rather than ignoring them.

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Analysis of current AI resilience

Bus Driver

Updated quarterly

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Latest AI news for Bus Driver

These articles provide valuable insights for students pursuing careers as Bus Drivers or in Transit and Intercity services. For instance, "Will AI replace Bus Drivers, Transit and Intercity?" discusses how AI could automate certain tasks, highlighting the importance of adapting to these changes. Additionally, "What If AI Doesn’t Fix Travel’s Labor Problem?" emphasizes that while AI is transforming the industry, the human touch remains crucial, especially in frontline roles. Understanding these dynamics fosters resilience and prepares students for a future where they can leverage AI as a tool rather than a replacement.

More Career Info

Career: Bus Drivers, Transit and Intercity

They drive buses to safely transport people around cities or between towns, following schedules and making stops along the way.

Employment & Wage Data

Median Wage

$59,050

Jobs (2025)

166,400

Growth (2025-35)

+4.1%

Annual Openings

21,100

Education

High school diploma or equivalent

Experience

None

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

88% ResilienceCore Task

Handle passenger emergencies or disruptions.

2

82% ResilienceCore Task

Assist passengers, such as elderly or individuals with disabilities, on and off bus, ensure they are seated properly, help carry baggage, and answer questions about bus schedules or routes.

3

80% ResilienceCore Task

Maintain cleanliness of bus or motor coach.

4

78% ResilienceCore Task

Drive vehicles over specified routes or to specified destinations according to time schedules, complying with traffic regulations to ensure that passengers have a smooth and safe ride.

5

75% ResilienceSupplemental

Load and unload baggage in baggage compartments.

6

60% ResilienceCore Task

Advise passengers to be seated and orderly while on vehicles.

7

55% ResilienceCore Task

Inspect vehicles and check gas, oil, and water levels prior to departure.

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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