Medical Equipment Repairers
Test, adjust, or repair biomedical or electromedical equipment.
AI Impact Summary
Medical Equipment Repairers faces moderate AI displacement risk with a score of 26/100. This occupation has higher AI displacement risk than 22% of all analyzed occupations. Of 21 analyzed tasks, 5 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 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.
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.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Leadership 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.
Service Orientation 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.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Medical Equipment 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
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
21 tasks analyzed
Inspect and test malfunctioning medical or related equipment, following manufacturers' specifications and using test and analysis instruments.
Test or calibrate components or equipment, following manufacturers' manuals and troubleshooting techniques, using hand tools, power tools, or measuring devices.
Perform preventive maintenance or service, such as cleaning, lubricating, or adjusting equipment.
Keep records of maintenance, repair, and required updates of equipment.
Test, evaluate, and classify excess or in-use medical equipment and determine serviceability, condition, and disposition, in accordance with regulations.
Examine medical equipment or facility's structural environment and check for proper use of equipment to protect patients and staff from electrical or mechanical hazards and to ensure compliance with safety regulations.
Disassemble malfunctioning equipment and remove, repair, or replace defective parts, such as motors, clutches, or transformers.
Plan and carry out work assignments, using blueprints, schematic drawings, technical manuals, wiring diagrams, or liquid or air flow sheets, following prescribed regulations, directives, or other instructions as required.
Solder loose connections, using soldering iron.
Research catalogs or repair part lists to locate sources for repair parts, requisitioning parts and recording their receipt.
Explain or demonstrate correct operation or preventive maintenance of medical equipment to personnel.
Contribute expertise to develop medical maintenance standard operating procedures.
Evaluate technical specifications to identify equipment or systems best suited for intended use and possible purchase, based on specifications, user needs, or technical requirements.
Study technical manuals or attend training sessions provided by equipment manufacturers to maintain current knowledge.
Compute power and space requirements for installing medical, dental, or related equipment and install units to manufacturers' specifications.
Supervise or advise subordinate personnel.
Fabricate, dress down, or substitute parts or major new items to modify equipment to meet unique operational or research needs, working from job orders, sketches, modification orders, samples, or discussions with operating officials.
Repair shop equipment, metal furniture, or hospital equipment, including welding broken parts or replacing missing parts, or bring item into local shop for major repairs.
Make computations relating to load requirements of wiring or equipment, using algebraic expressions and standard formulas.
Inspect, test, or troubleshoot malfunctioning medical or related equipment, following manufacturers' specifications and using test and analysis instruments.
Install medical equipment.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Inspect and test malfunctioning medical or related equipment, following manufacturers' specifications and using test and analysis instruments. | 0Estimated | 9.0% | 10% | |
| Test or calibrate components or equipment, following manufacturers' manuals and troubleshooting techniques, using hand tools, power tools, or measuring devices. | 25Estimated | 43.0% | 8% | |
| Perform preventive maintenance or service, such as cleaning, lubricating, or adjusting equipment. | 35Estimated | 47.0% | 10% | |
| Keep records of maintenance, repair, and required updates of equipment. | 95Estimated | 87.2% | 5% | |
| Test, evaluate, and classify excess or in-use medical equipment and determine serviceability, condition, and disposition, in accordance with regulations. | 30Estimated | 39.0% | 4% | |
| Examine medical equipment or facility's structural environment and check for proper use of equipment to protect patients and staff from electrical or mechanical hazards and to ensure compliance with safety regulations. | 25Estimated | 37.0% | 4% | |
| Disassemble malfunctioning equipment and remove, repair, or replace defective parts, such as motors, clutches, or transformers. | 0Estimated | 9.0% | 10% | |
| Plan and carry out work assignments, using blueprints, schematic drawings, technical manuals, wiring diagrams, or liquid or air flow sheets, following prescribed regulations, directives, or other instructions as required. | 40Estimated | 43.0% | 5% | |
| Solder loose connections, using soldering iron. | 35Estimated | 47.0% | 3% | |
| Research catalogs or repair part lists to locate sources for repair parts, requisitioning parts and recording their receipt. | 92Estimated | 86.0% | 4% | |
| Explain or demonstrate correct operation or preventive maintenance of medical equipment to personnel. | 20Estimated | 23.0% | 4% | |
| Contribute expertise to develop medical maintenance standard operating procedures. | 60Estimated | 51.0% | 3% | |
| Evaluate technical specifications to identify equipment or systems best suited for intended use and possible purchase, based on specifications, user needs, or technical requirements. | 58.33Observed | 50.3% | 3% | |
| Study technical manuals or attend training sessions provided by equipment manufacturers to maintain current knowledge. | 92Estimated | 86.0% | 3% | |
| Compute power and space requirements for installing medical, dental, or related equipment and install units to manufacturers' specifications. | 72Estimated | 78.0% | 3% | |
| Supervise or advise subordinate personnel. | 15Estimated | 21.0% | 3% | |
| Fabricate, dress down, or substitute parts or major new items to modify equipment to meet unique operational or research needs, working from job orders, sketches, modification orders, samples, or discussions with operating officials. | 0Estimated | 9.0% | 3% | |
| Repair shop equipment, metal furniture, or hospital equipment, including welding broken parts or replacing missing parts, or bring item into local shop for major repairs. | 0Estimated | 9.0% | 3% | |
| Make computations relating to load requirements of wiring or equipment, using algebraic expressions and standard formulas. | 97Estimated | 88.0% | 3% | |
| Inspect, test, or troubleshoot malfunctioning medical or related equipment, following manufacturers' specifications and using test and analysis instruments. | 0Estimated | 9.0% | 5% | |
| Install medical equipment. | 0Estimated | 9.0% | 4% |
Protective Factors
Total protective discount: 30.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$62,630
per year
Mean Wage
$66,810
per year
Employment
61K
workers
Wage Range
$39,060 - $99,290
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Medical Equipment 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.
- 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.
- 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.
- Equipment Maintenance
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership 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.
- 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.
- Critical Thinking
Critical Thinking 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.
- 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