Somewhat Resilient

Last Update: 11/4/2026

AI Resilience Score for Crossing Guard/Flagger:

45.9%

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 crossing guard and flagger work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. 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 crossing guards and flaggers, eight of nine sources had data, with Anthropic missing. Exposure sources split sharply: AI Resilience Model and Google ATLAS rated human presence as essential, while Microsoft, Will Robots Take My Job, and OpenAI Signals saw higher AI potential, pulling confidence down to medium. Low economic opportunity kept the score at "Somewhat Resilient."

AI Resilience Report forCrossing Guards and Flaggers

$38,100 median salary•17,300 annual openings•SOC Code: 33-9091.00

Crossing Guards and Flaggers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.

This career lands in "Somewhat Resilient" territory because the picture looks pretty different depending on where you work. In highway construction zones, technology like remote-controlled flagger devices and AI traffic monitoring is already changing how the job works, meaning workers need to adapt to new tools even if they are not being replaced outright.

Learn more about how you can thrive in this position

This role is somewhat resilient

This career lands in "Somewhat Resilient" territory because the picture looks pretty different depending on where you work. In highway construction zones, technology like remote-controlled flagger devices and AI traffic monitoring is already changing how the job works, meaning workers need to adapt to new tools even if they are not being replaced outright.

Read full analysis

Analysis of current AI resilience

Crossing Guard/Flagger

Updated quarterly

Your move

How can Crossing Guard/Flagger prepare for AI?

Your Career Starts Here

Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Explore careers

Plan your next steps

Get resume help

Find jobs

Career Village Logo

Ask a pro on CareerVillage.org. Free career advice from more than 200,000 professionals.

Latest AI news for Crossing Guard/Flagger

These articles provide valuable insights into the future of careers as crossing guards and flaggers. While one source indicates a moderate risk of AI impact at 62%, another argues the role is unlikely to be replaced due to the need for real-time judgment and physical presence. Additionally, the articles highlight that AI may assist with certain tasks, suggesting that developing skills in technology will enhance job resilience. Understanding these dynamics can help you prepare for a career that remains essential, even as technology evolves.

More Career Info

Career: Crossing Guards and Flaggers

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

Alternate Titles

Adult Crossing Guard · Community Service Officer · Crossing Guard · School Crossing Guard · Road Crossing Guard · Substitute Crossing Guard

Employment & Wage Data

Median Wage

$38,100

Jobs (2025)

94,800

Growth (2025-35)

+3.5%

Annual Openings

17,300

Education

No formal educational credential

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

95% ResilienceSupplemental

Stop speeding vehicles to warn drivers of traffic laws.

2

94% ResilienceCore Task

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

3

93% ResilienceCore Task

Guide or control vehicular or pedestrian traffic at such places as street and railroad crossings and construction sites.

4

91% ResilienceCore Task

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

5

88% ResilienceSupplemental

Distribute traffic control signs and markers at designated points.

6

82% ResilienceCore Task

Monitor traffic flow to locate safe gaps through which pedestrians can cross streets.

7

78% ResilienceCore Task

Report unsafe behavior of children to school officials.

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.

Built with ❤️ by Sandbox Web

The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.