Electrical and Electronics Repairers, Commercial and Industrial Equipment
Repair, test, adjust, or install electronic equipment, such as industrial controls, transmitters, and antennas.
AI Impact Summary
Electrical and Electronics Repairers, Commercial and Industrial Equipment faces moderate AI displacement risk with a score of 27/100. This occupation has higher AI displacement risk than 24% of all analyzed occupations. Of 20 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)
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.
High reliance on Reading Comprehension 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.
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)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity 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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation 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 Repairers, Commercial and Industrial 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
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Systems Thinking In Practice
by The Open University
Estimated Impact
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
20 tasks analyzed
Test faulty equipment to diagnose malfunctions, using test equipment or software, and applying knowledge of the functional operation of electronic units and systems.
Study blueprints, schematics, manuals, or other specifications to determine installation procedures.
Repair or adjust equipment, machines, or defective components, replacing worn parts, such as gaskets or seals in watertight electrical equipment.
Maintain equipment logs that record performance problems, repairs, calibrations, or tests.
Inspect components of industrial equipment for accurate assembly and installation or for defects, such as loose connections or frayed wires.
Perform scheduled preventive maintenance tasks, such as checking, cleaning, or repairing equipment, to detect and prevent problems.
Calibrate testing instruments and installed or repaired equipment to prescribed specifications.
Examine work orders and converse with equipment operators to detect equipment problems and to ascertain whether mechanical or human errors contributed to the problems.
Set up and test industrial equipment to ensure that it functions properly.
Operate equipment to demonstrate proper use or to analyze malfunctions.
Coordinate efforts with other workers involved in installing or maintaining equipment or components.
Consult with customers, supervisors, or engineers to plan layout of equipment or to resolve problems in system operation or maintenance.
Enter information into computer to copy program or to draw, modify, or store schematics, applying knowledge of software package used.
Maintain inventory of spare parts.
Install repaired equipment in various settings, such as industrial or military establishments.
Develop or modify industrial electronic devices, circuits, or equipment, according to available specifications.
Send defective units to the manufacturer or to a specialized repair shop for repair.
Determine feasibility of using standardized equipment or develop specifications for equipment required to perform additional functions.
Advise management regarding customer satisfaction, product performance, or suggestions for product improvements.
Sign overhaul documents for equipment replaced or repaired.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Test faulty equipment to diagnose malfunctions, using test equipment or software, and applying knowledge of the functional operation of electronic units and systems. | 35Estimated | 41.0% | 15% | |
| Study blueprints, schematics, manuals, or other specifications to determine installation procedures. | 70Estimated | 55.0% | 7% | |
| Repair or adjust equipment, machines, or defective components, replacing worn parts, such as gaskets or seals in watertight electrical equipment. | 10Estimated | 13.0% | 14% | |
| Maintain equipment logs that record performance problems, repairs, calibrations, or tests. | 92Estimated | 86.0% | 3% | |
| Inspect components of industrial equipment for accurate assembly and installation or for defects, such as loose connections or frayed wires. | 25Estimated | 19.0% | 7% | |
| Perform scheduled preventive maintenance tasks, such as checking, cleaning, or repairing equipment, to detect and prevent problems. | 25Estimated | 43.0% | 7% | |
| Calibrate testing instruments and installed or repaired equipment to prescribed specifications. | 64.05Observed | 58.6% | 5% | |
| Examine work orders and converse with equipment operators to detect equipment problems and to ascertain whether mechanical or human errors contributed to the problems. | 40Estimated | 31.0% | 5% | |
| Set up and test industrial equipment to ensure that it functions properly. | 10Estimated | 13.0% | 5% | |
| Operate equipment to demonstrate proper use or to analyze malfunctions. | 50.62Observed | 47.3% | 4% | |
| Coordinate efforts with other workers involved in installing or maintaining equipment or components. | 30Estimated | 27.0% | 4% | |
| Consult with customers, supervisors, or engineers to plan layout of equipment or to resolve problems in system operation or maintenance. | 40Estimated | 31.0% | 4% | |
| Enter information into computer to copy program or to draw, modify, or store schematics, applying knowledge of software package used. | 95Estimated | 87.2% | 3% | |
| Maintain inventory of spare parts. | 97Estimated | 88.0% | 2% | |
| Install repaired equipment in various settings, such as industrial or military establishments. | 10Estimated | 13.0% | 4% | |
| Develop or modify industrial electronic devices, circuits, or equipment, according to available specifications. | 57.8Observed | 50.1% | 3% | |
| Send defective units to the manufacturer or to a specialized repair shop for repair. | 35Estimated | 47.0% | 2% | |
| Determine feasibility of using standardized equipment or develop specifications for equipment required to perform additional functions. | 65Estimated | 53.0% | 2% | |
| Advise management regarding customer satisfaction, product performance, or suggestions for product improvements. | 56.88Observed | 37.8% | 2% | |
| Sign overhaul documents for equipment replaced or repaired. | 62Estimated | 74.0% | 2% |
Protective Factors
Total protective discount: 31.1%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$71,300
per year
Mean Wage
$72,950
per year
Employment
60K
workers
Wage Range
$44,980 - $103,060
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsSignal and Track Switch Repairers
18%Median salary: $83,600
Higher risk than 3% of other occupations
Industrial Machinery Mechanics
24%Median salary: $63,760
Higher risk than 16% of other occupations
Electrical Engineering Technicians
27%Median salary: $77,180
Higher risk than 24% of other occupations
Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
28%Median salary: $100,940
Higher risk than 28% of other occupations
Telecommunications Equipment Installers and Repairers, Except Line Installers
28%Median salary: $62,630
Higher risk than 30% of other occupations
Robotics Technicians
28%Median salary: $70,760
Higher risk than 31% of other occupations
Avionics Technicians
29%Median salary: $81,390
Higher risk than 35% of other occupations
Mechanical Engineering Technicians
31%Median salary: $68,730
Higher risk than 46% of other occupations
Manufacturing Production Technicians
40%Median salary: $77,390
Higher risk than 82% of other occupations
Stationary Engineers and Boiler Operators
42%Median salary: $75,190
Higher risk than 85% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Electrical and Electronics Repairers, Commercial and Industrial 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
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.
- Manual Dexterity
Manual Dexterity 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.
- 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.
- 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.
- Monitoring
Monitoring 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