AITakeover Tracker
28%medium risk

Electrical and Electronics Repairers, Powerhouse, Substation, and Relay

Inspect, test, repair, or maintain electrical equipment in generating stations, substations, and in-service relays.

Higher risk than 28% of occupations

AI Impact Summary

Electrical and Electronics Repairers, Powerhouse, Substation, and Relay faces moderate AI displacement risk with a score of 28/100. This occupation has higher AI displacement risk than 28% of all analyzed occupations. Of 17 analyzed tasks, 4 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)

Mathematics10%

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

Information Ordering5%

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

Reading Comprehension10%

High reliance on Reading Comprehension 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.

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.

Equipment Maintenance78%

Equipment Maintenance 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.

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.

Instructing75%

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

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingSystems AnalysisWritingActive LearningTechnology Design

Recommended Courses

Courses matched to Electrical and Electronics Repairers, Powerhouse, Substation, and Relay 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

-7.1pt risk+$5K/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

-5.2pt risk+$6K/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

-4pt risk+$6K/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 Diploma8%
Some College50%
Post-Secondary Certificate11%
Associate's Degree28%
Bachelor's Degree2%

Prior Experience Needed

Work experience required to enter this job

None10%
3-6 months1%
1-2 years25%
2-4 years35%
4-6 years21%
6-8 years6%
8-10 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

3-6 months1%
6 months - 1 year12%
1-2 years10%
2-4 years53%
4-6 years21%
6-8 years3%

How AI Impacts Each Task

17 tasks analyzed

Inspect and test equipment and circuits to identify malfunctions or defects, using wiring diagrams and testing devices such as ohmmeters, voltmeters, or ammeters.

Risk: 39.0%AI: 30EstimatedTime: 12%

Prepare and maintain records detailing tests, repairs, and maintenance.

Risk: 87.2%AI: 95EstimatedTime: 6%

Consult manuals, schematics, wiring diagrams, and engineering personnel to troubleshoot and solve equipment problems and to determine optimum equipment functioning.

Risk: 51.7%AI: 61.78ObservedTime: 10%

Analyze test data to diagnose malfunctions, to determine performance characteristics of systems, or to evaluate effects of system modifications.

Risk: 55.0%AI: 70EstimatedTime: 10%

Open and close switches to isolate defective relays, performing adjustments or repairs.

Risk: 9.0%AI: 0EstimatedTime: 8%

Notify facility personnel of equipment shutdowns.

Risk: 88.0%AI: 97EstimatedTime: 2%

Construct, test, maintain, and repair substation relay and control systems.

Risk: 35.8%AI: 67.05ObservedTime: 10%

Test insulators and bushings of equipment by inducing voltage across insulation, testing current, and calculating insulation loss.

Risk: 41.0%AI: 35EstimatedTime: 5%

Repair, replace, and clean equipment and components such as circuit breakers, brushes, and commutators.

Risk: 9.0%AI: 0EstimatedTime: 10%

Schedule and supervise the construction and testing of special devices and the implementation of unique monitoring or control systems.

Risk: 27.0%AI: 30EstimatedTime: 4%

Schedule and supervise splicing or termination of cables in color-code order.

Risk: 25.0%AI: 25EstimatedTime: 3%

Test oil in circuit breakers and transformers for dielectric strength, refilling oil periodically.

Risk: 39.0%AI: 15EstimatedTime: 4%

Run signal quality and connectivity tests for individual cables, and record results.

Risk: 84.0%AI: 87EstimatedTime: 4%

Disconnect voltage regulators, bolts, and screws, and connect replacement regulators to high-voltage lines.

Risk: 9.0%AI: 0EstimatedTime: 4%

Maintain inventories of spare parts for all equipment, requisitioning parts as necessary.

Risk: 88.0%AI: 97EstimatedTime: 3%

Set forms and pour concrete footings for installation of heavy equipment.

Risk: 37.0%AI: 10EstimatedTime: 2%

Calibrate instruments, such as transmitters.

Risk: 11.0%AI: 5EstimatedTime: 3%

Protective Factors

Total protective discount: 30.8%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailAnalytical ThinkingCooperationDependabilityIntegrityAdaptability/FlexibilityInitiativeStress TolerancePersistenceAchievement/EffortIndependenceConcern for Others

Wage & Employment (2024)

Median Wage

$100,940

per year

Mean Wage

$97,460

per year

Employment

23K

workers

Wage Range

$60,820 - $127,970

10th - 90th pct

Wage Distribution

$60,820Median: $100,940$127,970
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

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Refrigeration Mechanics and Installers

16%
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Median salary: $59,810

Higher risk than 2% of other occupations

Aircraft Mechanics and Service Technicians

22%
Low Risk

Median salary: $78,680

Higher risk than 10% of other occupations

Electrical Power-Line Installers and Repairers

22%
Low Risk

Median salary: $92,560

Higher risk than 11% of other occupations

Maintenance and Repair Workers, General

24%
Low Risk

Median salary: $48,620

Higher risk than 16% of other occupations

Elevator Installers and Repairers

26%
Medium Risk

Median salary: $106,580

Higher risk than 22% of other occupations

Electrical and Electronics Repairers, Commercial and Industrial Equipment

27%
Medium Risk

Median salary: $71,300

Higher risk than 24% of other occupations

Ship Engineers

28%
Medium Risk

Median salary: $101,320

Higher risk than 30% of other occupations

Robotics Technicians

28%
Medium Risk

Median salary: $70,760

Higher risk than 31% of other occupations

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation

40%
Medium Risk

Median salary: $85,750

Higher risk than 81% of other occupations

Stationary Engineers and Boiler Operators

42%
Medium Risk

Median salary: $75,190

Higher risk than 85% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Financial Managers

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Electrical and Electronics Repairers, Powerhouse, Substation, and Relay professionals should diversify beyond them.

  • Mathematics

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

  • Information Ordering

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

  • Reading Comprehension

    High reliance on Reading Comprehension 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.

  • 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.

  • Equipment Maintenance

    Equipment Maintenance 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.

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.

  • Systems Analysis

    Systems Analysis 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

+0.5

overall change

Checking for existing plan...