Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

51.8%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Low-medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

School Bus Monitors

They ensure students are safe on the bus by helping them get on and off and making sure they follow safety rules during the ride.

This role is evolving

The career of a school bus monitor is labeled as "Evolving" because while AI and technology are becoming more present on buses, they can't replace the human touch needed for supervising kids. The job involves empathy, quick judgment, and handling unpredictable situations, which machines can't do well.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
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This role is evolving

The career of a school bus monitor is labeled as "Evolving" because while AI and technology are becoming more present on buses, they can't replace the human touch needed for supervising kids. The job involves empathy, quick judgment, and handling unpredictable situations, which machines can't do well.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

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Stable iconStable

99.9%

99.9%

Microsoft's Working with AI

AI Applicability

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Changing fast iconChanging fast

13.7%

13.7%

Althoff & Reichardt

Economic Growth

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Evolving iconEvolving

38.1%

38.1%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

-2.7%

Growth Percentile:

16.9%

Annual Openings:

12,600

Annual Openings Pct:

57.3%

Analysis of Current AI Resilience

School Bus Monitors

Updated Quarterly • Last Update: 2/18/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

School bus monitors spend most of their time on hands-on tasks – helping children onto and off the bus, calming any problems, and watching behavior [1]. Right now there are no widely used robots or AI systems that do those jobs. (Most work, like announcing stops or assisting kids with disabilities, is done by a person.) The technology on buses today tends to be cameras or sensors for safety (for example, some districts use AI cameras to catch passing drivers, not to supervise kids [2]). In short, current AI tends to handle things like route tracking or security alerts, but cannot replicate the human care and quick judgment a monitor provides [1] [2].

Child supervision involves unpredictable behavior and empathy, which remain hard for AI. So while buses may have more digital tools (GPS, seat alarms, video), the actual monitor’s job is largely unchanged by automation [1] [2].

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AI Adoption

AI in the real world

Many factors make replacing or augmenting bus monitors with AI slow. There are currently no off-the-shelf AI products to “watch” kids on a moving bus, so districts would face high development costs with unclear payback. In fact, news reports note that schools adopting AI tend to use it for things like online-safety alerts, not boarding supervision [3] [2].

School budgets are tight, and a camera system costs far more than hiring a monitor’s hourly wage. Moreover, safety laws and parents expect real people with kids, not unproven machines. Labor-market pressures (like driver shortages) might push some interest in autonomous buses, but even those still need someone to keep kids safe.

In short, AI adoption is likely to be slow: the economic benefits are unclear, the tech is not ready, and people trust human attention in this role [3] [2].

Despite challenges, many human skills stay valuable. School bus monitors use judgment, empathy, and quick problem-solving – qualities that machines don’t have. For now, kids and parents still rely on a caring adult on the bus.

This means the job may change (with better tools) but not disappear, offering a hopeful balance of human work and technology [1] [3].

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More Career Info

Career: School Bus Monitors

Employment & Wage Data

Median Wage

$34,980

Jobs (2024)

71,400

Growth (2024-34)

-2.7%

Annual Openings

12,600

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

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