Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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
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.
Summary
The career of a school bus monitor is labeled as "Evolving" because while AI tools like cameras and sensors are being integrated to enhance safety and provide valuable information, they can't replace the human touch required for tasks like helping kids and managing emergencies. These technologies help monitors work smarter by offering more safety data, but the essential human qualities like empathy and real-time judgment are irreplaceable.
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Learn more about how you can thrive in this position
Summary
The career of a school bus monitor is labeled as "Evolving" because while AI tools like cameras and sensors are being integrated to enhance safety and provide valuable information, they can't replace the human touch required for tasks like helping kids and managing emergencies. These technologies help monitors work smarter by offering more safety data, but the essential human qualities like empathy and real-time judgment are irreplaceable.
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AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
School Bus Monitors
Updated Quarterly • Last Update: 11/21/2025

SECTION 1: State of Automation & Augmentation
School bus monitors do very human tasks – helping children board or exit, buckling seatbelts, calming disputes, and managing emergencies [1]. Right now there is no robot or AI system that can replace a person doing all of that. Most automation effort goes toward safety tools, not jobs.
For example, some buses have AI-powered dash cameras inside to record student behavior and coach drivers [2], and interior cameras can detect bullying or unsafe actions [2]. In Dubai, engineers even built a smart device that counts kids getting on/off to prevent a child being left behind [3]. These tools help the driver and monitor stay aware, but they don’t take the place of a caring adult.
Researchers note that jobs requiring empathy and real-time judgment (like watching children) tend to have low automation risk [4]. In short, today’s AI is mostly an aid – cameras and sensors add information – but the monitor’s personal supervision and safety skills are still needed on the bus.

SECTION 2: AI Adoption
Bringing AI into school-bus monitoring depends on costs, budgets, and trust. A school bus monitor earns only about \$17/hour on average [1], so districts must compare that to the expense of cameras, sensors, and software. Some safety systems can be expensive upfront, although clever programs exist (for example, stop-arm camera fines have funded free safety cameras in some districts [2]).
Parents generally support bus tech – one survey found 75% of parents want real-time tracking of their child’s bus ride [2] – which encourages districts to improve safety. However, schools also must train staff and address privacy or legal rules for video on buses. In practice, many districts are adding tech gradually (piloting apps and cameras) but still rely on the human monitor.
The jobs remain, because no AI can yet replace the human touch needed to care for children’s needs and react to unexpected events. In this way, monitors can feel hopeful: technology can help them work smarter (for example, by giving more safety data [2] [2]) but not take over the heart-to-heart part of their job.

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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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