AITakeover Tracker
17%low risk

Crossing Guards

Guide or control vehicular or pedestrian traffic at such places as streets, schools, railroad crossings, or construction sites.

Higher risk than 2% of occupations

AI Impact Summary

Crossing Guards faces low AI displacement risk with a score of 17/100. This occupation has higher AI displacement risk than 2% of all analyzed occupations. Of 12 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Crossing Guards skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.5pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.7pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.6pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School18%
High School Diploma73%
Some College3%
Post-Secondary Certificate6%

Prior Experience Needed

Work experience required to enter this job

None63%
Up to 1 month28%
1-2 years4%
Over 10 years6%

Training Provided After Hiring

How long it typically takes to learn on the job

None38%
Up to 1 month61%
1-3 months1%

How AI Impacts Each Task

12 tasks analyzed

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

Risk: 9.0%AI: 0EstimatedTime: 25%

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

Risk: 9.0%AI: 0EstimatedTime: 20%

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

Risk: 41.0%AI: 35EstimatedTime: 15%

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

Risk: 21.0%AI: 15EstimatedTime: 10%

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

Risk: 9.0%AI: 0EstimatedTime: 10%

Distribute traffic control signs and markers at designated points.

Risk: 45.0%AI: 30EstimatedTime: 5%

Report unsafe behavior of children to school officials.

Risk: 28.3%AI: 33.33ObservedTime: 3%

Stop speeding vehicles to warn drivers of traffic laws.

Risk: 17.0%AI: 5EstimatedTime: 3%

Learn the location and purpose of street traffic signs within assigned patrol areas.

Risk: 86.0%AI: 92EstimatedTime: 2%

Record license numbers of vehicles disregarding traffic signals, and report infractions to appropriate authorities.

Risk: 88.0%AI: 97EstimatedTime: 3%

Discuss traffic routing plans and control point locations with superiors.

Risk: 27.0%AI: 30EstimatedTime: 2%

Inform drivers of detour routes through construction sites.

Risk: 29.0%AI: 35EstimatedTime: 2%

Protective Factors

Total protective discount: 23.5%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityIntegritySelf ControlCooperationIndependenceConcern for OthersStress ToleranceAttention to DetailAdaptability/FlexibilitySocial OrientationInitiativeLeadership

Wage & Employment (2024)

Median Wage

$37,700

per year

Mean Wage

$42,910

per year

Employment

90K

workers

Wage Range

$29,940 - $61,440

10th - 90th pct

Wage Distribution

$29,940Median: $37,700$61,440
Career Planning

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Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Crossing Guards professionals should diversify beyond them.

  • Information Ordering

    Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Reading Comprehension

    Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+0.1

overall change

Checking for existing plan...