Coin, Vending, and Amusement Machine Servicers and Repairers
Install, service, adjust, or repair coin, vending, or amusement machines including video games, juke boxes, pinball machines, or slot machines.
AI Impact Summary
Coin, Vending, and Amusement Machine Servicers and Repairers faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 39% of all analyzed occupations. Of 19 analyzed tasks, 6 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.
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.
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.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation 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.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Coin, Vending, and Amusement Machine Servicers and 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
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Strengthen Your Edge
Double down on skills AI can't replicate
Inspired Leadership Through Emotional Intelligence
by Case Western Reserve University
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
19 tasks analyzed
Keep records of merchandise distributed and money collected.
Fill machines with products, ingredients, money, and other supplies.
Inspect machines and meters to determine causes of malfunctions and fix minor problems such as jammed bills or stuck products.
Collect coins and bills from machines, prepare invoices, and settle accounts with concessionaires.
Test machines to determine proper functioning.
Make service calls to maintain and repair machines.
Replace malfunctioning parts, such as worn magnetic heads on automatic teller machine (ATM) card readers.
Adjust machine pressure gauges and thermostats.
Maintain records of machine maintenance and repair.
Clean and oil machine parts.
Order parts needed for machine repairs.
Adjust and repair coin, vending, or amusement machines and meters and replace defective mechanical and electrical parts, using hand tools, soldering irons, and diagrams.
Prepare repair cost estimates.
Record transaction information on forms or logs, and notify designated personnel of discrepancies.
Disassemble and assemble machines, according to specifications and using hand and power tools.
Contact other repair personnel or make arrangements for the removal of machines in cases where major repairs are required.
Transport machines to installation sites.
Refer to manuals and wiring diagrams to gather information needed to repair machines.
Install machines, making the necessary water and electrical connections in compliance with codes.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Keep records of merchandise distributed and money collected. | 92Estimated | 86.0% | 5% | |
| Fill machines with products, ingredients, money, and other supplies. | 35Estimated | 47.0% | 15% | |
| Inspect machines and meters to determine causes of malfunctions and fix minor problems such as jammed bills or stuck products. | 10Estimated | 13.0% | 10% | |
| Collect coins and bills from machines, prepare invoices, and settle accounts with concessionaires. | 67Estimated | 76.0% | 5% | |
| Test machines to determine proper functioning. | 40Estimated | 49.0% | 5% | |
| Make service calls to maintain and repair machines. | 10Estimated | 13.0% | 10% | |
| Replace malfunctioning parts, such as worn magnetic heads on automatic teller machine (ATM) card readers. | 10Estimated | 13.0% | 5% | |
| Adjust machine pressure gauges and thermostats. | 45Estimated | 51.0% | 3% | |
| Maintain records of machine maintenance and repair. | 92Estimated | 86.0% | 3% | |
| Clean and oil machine parts. | 35Estimated | 47.0% | 5% | |
| Order parts needed for machine repairs. | 92Estimated | 86.0% | 2% | |
| Adjust and repair coin, vending, or amusement machines and meters and replace defective mechanical and electrical parts, using hand tools, soldering irons, and diagrams. | 10Estimated | 13.0% | 10% | |
| Prepare repair cost estimates. | 90Estimated | 85.2% | 2% | |
| Record transaction information on forms or logs, and notify designated personnel of discrepancies. | 95Estimated | 87.2% | 3% | |
| Disassemble and assemble machines, according to specifications and using hand and power tools. | 10Estimated | 13.0% | 5% | |
| Contact other repair personnel or make arrangements for the removal of machines in cases where major repairs are required. | 40Estimated | 31.0% | 2% | |
| Transport machines to installation sites. | 35Estimated | 47.0% | 4% | |
| Refer to manuals and wiring diagrams to gather information needed to repair machines. | 80Estimated | 59.0% | 3% | |
| Install machines, making the necessary water and electrical connections in compliance with codes. | 10Estimated | 13.0% | 3% |
Protective Factors
Total protective discount: 24.7%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$47,350
per year
Mean Wage
$48,530
per year
Employment
28K
workers
Wage Range
$31,420 - $64,720
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Coin, Vending, and Amusement Machine Servicers and 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
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.
- 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.
- 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.
- Service Orientation
Service Orientation 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.
- 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