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Updated: Feb 6

Evolving

Last Update: 11/21/2025

Your role’s AI Resilience Score is

35.9%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

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

Crossing Guards and Flaggers

They help keep people safe by directing traffic and guiding pedestrians across streets or through construction zones.

Summary

The career of crossing guards and flaggers is labeled as "Evolving" because many of their tasks, like monitoring cars and issuing tickets, are being automated by AI-powered cameras and robotic flaggers. These technologies can handle simple traffic duties efficiently and at a low cost, making them attractive to towns and cities.

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Summary

The career of crossing guards and flaggers is labeled as "Evolving" because many of their tasks, like monitoring cars and issuing tickets, are being automated by AI-powered cameras and robotic flaggers. These technologies can handle simple traffic duties efficiently and at a low cost, making them attractive to towns and cities.

Read full analysis

Contributing Sources

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

Learn about this score
Evolving iconEvolving

30.6%

30.6%

Microsoft's Working with AI

AI Applicability

Learn about this score
Evolving iconEvolving

31.4%

31.4%

Will Robots Take My Job

Automation Resilience

Learn about this score
Changing fast iconChanging fast

11.8%

11.8%

Medium Demand

Labor Market Outlook

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

Learn about this score

Growth Rate (2024-34):

3.6%

Growth Percentile:

58.2%

Annual Openings:

18

Annual Openings Pct:

65.9%

Analysis of Current AI Resilience

Crossing Guard/Flagger

Updated Quarterly • Last Update: 11/21/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Some parts of crossing-guard work are being handled by technology, but people still do the rest. For example, many towns now use AI-powered cameras at crossings to catch drivers who roll stop signs [1] [1]. These cameras take pictures of offending cars and use AI software to read the license plates automatically [2] – a job that guards used to do by writing down plate numbers.

In road‐work zones, automatic flagger machines can display STOP/SLOW signs on their own. Engineers have built solar-powered “robotic flaggers” that turn signs or lights to guide traffic without a person [3] [3]. An industry article even says these “smart cones and automated flaggers” are transforming work‐zone safety [4].

Busy crosswalks can also get help: for example, Dubai installed 14 smart crosswalks with AI sensors that detect cars and pedestrians, automatically giving warnings or changing lights to prevent accidents [5].

However, many tasks still need a real person. AI systems don’t talk to students, hold hands, or notice when a child looks scared. They can’t explain rules or comfort a frightened student.

Most U.S. schools already have surveillance cameras (about 93% of districts [6]), but adding AI to them is usually for safety monitoring, not replacing adults. Privacy and ethics experts warn that cameras in school zones must be used carefully [1]. In short, AI tools can automate simple traffic duties (monitoring cars, issuing tickets, waving flags), but human guards remain essential for personal communication, supervision, and care.

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AI Adoption

AI Adoption

Adoption of these technologies will be mixed. On the plus side, the hardware and software are becoming cheap and available. Wired magazine notes that new AI license-plate readers only cost about $50 per camera per month [2], making automated enforcement affordable even for small towns.

In fact, one town now uses cameras to log 10,000 vehicles a day [2]. Trials show big safety gains too: in one pilot, drivers’ obedience at a school crossing jumped from 3% to 94% after installing AI cameras [1]. And since most schools already have some cameras [6], adding AI can mean just a software update rather than a whole new system.

On the other hand, adoption may be slow for social and budget reasons. Crossing guards often earn modest pay, so spending on robots or cameras must be justified by safety benefits. More importantly, parents and communities trust a caring human to watch their kids.

Privacy advocates note risks too: camera systems in school zones could be “mission creep” if not rigorously limited [1]. Officials say they want to pilot-test these tools and address concerns before fully relying on them. In the end, AI might boost safety and help guards do their jobs, but experts expect it to supplement rather than replace the human-centered role of crossing guards.

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More Career Info

Career: Crossing Guards and Flaggers

Employment & Wage Data

Median Wage

$37,700

Jobs (2024)

91,400

Growth (2024-34)

+3.6%

Annual Openings

18,000

Education

No formal educational credential

Experience

None

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

Task-Level AI Resilience Scores

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

1

75% ResilienceSupplemental

Discuss traffic routing plans and control point locations with superiors.

2

65% ResilienceCore Task

Direct or escort pedestrians across streets, stopping traffic as necessary.

3

65% ResilienceCore Task

Report unsafe behavior of children to school officials.

4

55% ResilienceCore Task

Communicate traffic and crossing rules and other information to students and adults.

5

55% ResilienceSupplemental

Direct traffic movement or warn of hazards, using signs, flags, lanterns, and hand signals.

6

55% ResilienceSupplemental

Stop speeding vehicles to warn drivers of traffic laws.

7

55% ResilienceSupplemental

Distribute traffic control signs and markers at designated points.

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.

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