Electrical and Electronics Installers and Repairers, Transportation Equipment
Install, adjust, or maintain mobile electronics communication equipment, including sound, sonar, security, navigation, and surveillance systems on trains, watercraft, or other mobile equipment.
AI Impact Summary
Electrical and Electronics Installers and Repairers, Transportation Equipment faces low AI displacement risk with a score of 22/100. This occupation has higher AI displacement risk than 11% of all analyzed occupations. Of 15 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)
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
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.
Memorization 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)
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.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Electrical and Electronics Installers and Repairers, Transportation Equipment 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
SQL Fundamentals Skill Track
by DataCamp
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Google UX Design Professional Certificate
by Google
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Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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
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
15 tasks analyzed
Inspect and test electrical systems and equipment to locate and diagnose malfunctions, using visual inspections, testing devices, and computer software.
Splice wires with knives or cutting pliers, and solder connections to fixtures, outlets, and equipment.
Reassemble and test equipment after repairs.
Install new fuses, electrical cables, or power sources as required.
Locate and remove or repair circuit defects such as blown fuses or malfunctioning transistors.
Adjust, repair, or replace defective wiring and relays in ignition, lighting, air-conditioning, and safety control systems, using electrician's tools.
Refer to schematics and manufacturers' specifications that show connections and provide instructions on how to locate problems.
Measure, cut, and install frameworks and conduit to support and connect wiring, control panels, and junction boxes, using hand tools.
Install electrical equipment such as air-conditioning, heating, or ignition systems and components such as generator brushes and commutators, using hand tools.
Install fixtures, outlets, terminal boards, switches, and wall boxes, using hand tools.
Maintain equipment service records.
Repair or rebuild equipment such as starters, generators, distributors, or door controls, using electrician's tools.
Cut openings and drill holes for fixtures, outlet boxes, and fuse holders, using electric drills and routers.
Confer with customers to determine the nature of malfunctions.
Estimate costs of repairs based on parts and labor requirements.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Inspect and test electrical systems and equipment to locate and diagnose malfunctions, using visual inspections, testing devices, and computer software. | 67.85Observed | 54.1% | 15% | |
| Splice wires with knives or cutting pliers, and solder connections to fixtures, outlets, and equipment. | 5Estimated | 11.0% | 10% | |
| Reassemble and test equipment after repairs. | 10Estimated | 13.0% | 8% | |
| Install new fuses, electrical cables, or power sources as required. | 5Estimated | 11.0% | 8% | |
| Locate and remove or repair circuit defects such as blown fuses or malfunctioning transistors. | 30Estimated | 39.0% | 10% | |
| Adjust, repair, or replace defective wiring and relays in ignition, lighting, air-conditioning, and safety control systems, using electrician's tools. | 5Estimated | 11.0% | 10% | |
| Refer to schematics and manufacturers' specifications that show connections and provide instructions on how to locate problems. | 80Estimated | 59.0% | 8% | |
| Measure, cut, and install frameworks and conduit to support and connect wiring, control panels, and junction boxes, using hand tools. | 5Estimated | 11.0% | 5% | |
| Install electrical equipment such as air-conditioning, heating, or ignition systems and components such as generator brushes and commutators, using hand tools. | 5Estimated | 11.0% | 5% | |
| Install fixtures, outlets, terminal boards, switches, and wall boxes, using hand tools. | 5Estimated | 11.0% | 5% | |
| Maintain equipment service records. | 95Estimated | 87.2% | 5% | |
| Repair or rebuild equipment such as starters, generators, distributors, or door controls, using electrician's tools. | 5Estimated | 11.0% | 4% | |
| Cut openings and drill holes for fixtures, outlet boxes, and fuse holders, using electric drills and routers. | 5Estimated | 11.0% | 3% | |
| Confer with customers to determine the nature of malfunctions. | 38.82Observed | 30.5% | 2% | |
| Estimate costs of repairs based on parts and labor requirements. | 90Estimated | 85.2% | 2% |
Protective Factors
Total protective discount: 27.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$82,730
per year
Mean Wage
$80,980
per year
Employment
7K
workers
Wage Range
$49,490 - $106,110
10th - 90th pct
Wage Distribution
Explore other career paths
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Alternate Career Paths
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Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation
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Financial Managers
Recommendations
Skills to Develop
These skills are at risk from AI automation. Electrical and Electronics Installers and Repairers, Transportation Equipment 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.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- 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.
- Memorization
Memorization 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.
- 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.
- Social Perceptiveness
Social Perceptiveness 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.
- Monitoring
Monitoring 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.
- Writing
Writing 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.
Score History
Risk score over 2 scoring runs
overall change