Somewhat Resilient

Last Update: 8/30/2026

AI Resilience Score for Crossing Guard/Flagger:

44.7%

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 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 crossing guards and flaggers, 7 of 8 sources had data, with Anthropic missing. The AI exposure sources split notably: AI Resilience Model saw the hands-on safety role as firmly human, while Microsoft, Will Robots Take My Job, and OpenAI Signals rated it more automatable, keeping confidence at medium. Low economic opportunity pulled the score down, landing this role 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?

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Latest AI news for Crossing Guard/Flagger

These articles provide valuable insights for students pursuing careers as crossing guards and flaggers. The piece on "AI-Powered Smart Work Zones" highlights how AI can enhance safety by reducing crash risks and protecting flaggers, suggesting that technology can support, rather than replace, human roles. Meanwhile, the "AI Workforce Report" emphasizes that AI could assist with monitoring and traffic management, indicating a shift toward collaboration. Understanding these trends can help students adapt and thrive in a changing landscape, focusing on skills that complement AI technologies.

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.

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.

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