AITakeover Tracker
18%low risk

Signal and Track Switch Repairers

Install, inspect, test, maintain, or repair electric gate crossings, signals, signal equipment, track switches, section lines, or intercommunications systems within a railroad system.

Higher risk than 3% of occupations

AI Impact Summary

Signal and Track Switch Repairers faces low AI displacement risk with a score of 18/100. This occupation has higher AI displacement risk than 3% of all analyzed occupations. Of 14 analyzed tasks, 1 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%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization 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.

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)

Equipment Maintenance78%

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

Adaptability/Flexibility85%

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

Manual Dexterity80%

Manual Dexterity 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.

Leadership88%

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

Coordination70%

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

Social Perceptiveness90%

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

Instructing75%

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

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Signal and Track Switch Repairers 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

-6.9pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Pluralsightadvanced

Design Patterns in C# and .NET

by Pluralsight

20 hours$29/mo4.6
Strengthens resilience: Complex Problem Solving

Estimated Impact

-2.1pt risk+$3K/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

High School Diploma13%
Some College32%
Post-Secondary Certificate11%
Associate's Degree44%
Bachelor's Degree1%

Prior Experience Needed

Work experience required to enter this job

None7%
6 months - 1 year24%
1-2 years25%
2-4 years31%
4-6 years13%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months1%
3-6 months6%
6 months - 1 year24%
1-2 years40%
2-4 years23%
4-6 years6%

How AI Impacts Each Task

14 tasks analyzed

Install, inspect, maintain, and repair various railroad service equipment on the road or in the shop, including railroad signal systems.

Risk: 11.0%AI: 5EstimatedTime: 15%

Inspect and test operation, mechanical parts, and circuitry of gate crossings, signals, and signal equipment such as interlocks and hotbox detectors.

Risk: 11.0%AI: 5EstimatedTime: 15%

Inspect switch-controlling mechanisms on trolley wires and in track beds, using hand tools and test equipment.

Risk: 11.0%AI: 5EstimatedTime: 10%

Drive motor vehicles to job sites.

Risk: 49.0%AI: 40EstimatedTime: 10%

Tighten loose bolts, using wrenches, and test circuits and connections by opening and closing gates.

Risk: 39.0%AI: 15EstimatedTime: 5%

Inspect electrical units of railroad grade crossing gates and repair loose bolts and defective electrical connections and parts.

Risk: 11.0%AI: 5EstimatedTime: 8%

Maintain high tension lines, de-energizing lines for power companies when repairs are requested.

Risk: 9.0%AI: 0EstimatedTime: 3%

Record and report information about mileage or track inspected, repairs performed, and equipment requiring replacement.

Risk: 86.0%AI: 92EstimatedTime: 5%

Replace defective wiring, broken lenses, or burned-out light bulbs.

Risk: 39.0%AI: 15EstimatedTime: 5%

Inspect, maintain, and replace batteries as needed.

Risk: 39.0%AI: 15EstimatedTime: 5%

Lubricate moving parts on gate-crossing mechanisms and swinging signals.

Risk: 39.0%AI: 15EstimatedTime: 5%

Test air lines and air cylinders on pneumatically operated gates.

Risk: 11.0%AI: 5EstimatedTime: 3%

Clean lenses of lamps with cloths and solvents.

Risk: 39.0%AI: 15EstimatedTime: 3%

Test and repair track circuits.

Risk: 11.0%AI: 5EstimatedTime: 8%

Protective Factors

Total protective discount: 28.2%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityIntegrityAnalytical ThinkingCooperationIndependenceAdaptability/FlexibilityStress ToleranceInitiativePersistenceConcern for OthersAchievement/Effort

Wage & Employment (2024)

Median Wage

$83,600

per year

Mean Wage

$84,940

per year

Employment

8K

workers

Wage Range

$57,410 - $104,860

10th - 90th pct

Wage Distribution

$57,410Median: $83,600$104,860
Career Planning

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Alternate Career Paths

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Higher risk than 7% of other occupations

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Higher risk than 16% of other occupations

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Higher risk than 23% of other occupations

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Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
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Higher risk than 43% of other occupations

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Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Signal and Track Switch Repairers professionals should diversify beyond them.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization 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.

  • 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.

  • Equipment Maintenance

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

  • Adaptability/Flexibility

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

  • Manual Dexterity

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

  • Complex Problem Solving

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

  • Leadership

    Leadership 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.

  • 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.

  • Monitoring

    Monitoring 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

-1.4

overall change

Checking for existing plan...