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.
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)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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 Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Signal and Track Switch Repairers skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
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Google UX Design Professional Certificate
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Design Patterns in C# and .NET
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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
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
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.
Inspect and test operation, mechanical parts, and circuitry of gate crossings, signals, and signal equipment such as interlocks and hotbox detectors.
Inspect switch-controlling mechanisms on trolley wires and in track beds, using hand tools and test equipment.
Drive motor vehicles to job sites.
Tighten loose bolts, using wrenches, and test circuits and connections by opening and closing gates.
Inspect electrical units of railroad grade crossing gates and repair loose bolts and defective electrical connections and parts.
Maintain high tension lines, de-energizing lines for power companies when repairs are requested.
Record and report information about mileage or track inspected, repairs performed, and equipment requiring replacement.
Replace defective wiring, broken lenses, or burned-out light bulbs.
Inspect, maintain, and replace batteries as needed.
Lubricate moving parts on gate-crossing mechanisms and swinging signals.
Test air lines and air cylinders on pneumatically operated gates.
Clean lenses of lamps with cloths and solvents.
Test and repair track circuits.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Install, inspect, maintain, and repair various railroad service equipment on the road or in the shop, including railroad signal systems. | 5Estimated | 11.0% | 15% | |
| Inspect and test operation, mechanical parts, and circuitry of gate crossings, signals, and signal equipment such as interlocks and hotbox detectors. | 5Estimated | 11.0% | 15% | |
| Inspect switch-controlling mechanisms on trolley wires and in track beds, using hand tools and test equipment. | 5Estimated | 11.0% | 10% | |
| Drive motor vehicles to job sites. | 40Estimated | 49.0% | 10% | |
| Tighten loose bolts, using wrenches, and test circuits and connections by opening and closing gates. | 15Estimated | 39.0% | 5% | |
| Inspect electrical units of railroad grade crossing gates and repair loose bolts and defective electrical connections and parts. | 5Estimated | 11.0% | 8% | |
| Maintain high tension lines, de-energizing lines for power companies when repairs are requested. | 0Estimated | 9.0% | 3% | |
| Record and report information about mileage or track inspected, repairs performed, and equipment requiring replacement. | 92Estimated | 86.0% | 5% | |
| Replace defective wiring, broken lenses, or burned-out light bulbs. | 15Estimated | 39.0% | 5% | |
| Inspect, maintain, and replace batteries as needed. | 15Estimated | 39.0% | 5% | |
| Lubricate moving parts on gate-crossing mechanisms and swinging signals. | 15Estimated | 39.0% | 5% | |
| Test air lines and air cylinders on pneumatically operated gates. | 5Estimated | 11.0% | 3% | |
| Clean lenses of lamps with cloths and solvents. | 15Estimated | 39.0% | 3% | |
| Test and repair track circuits. | 5Estimated | 11.0% | 8% |
Protective Factors
Total protective discount: 28.2%
Essential Soft Skills
Traits that are hard for AI to replicate
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
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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
overall change