Somewhat Resilient
Last Update: 8/30/2026
AI Resilience Score for Machine Servicers/Repairers:
44.6%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
AI Resilience Report forCoin, Vending, and Amusement Machine Servicers and Repairers
$47,450 median salary•3,800 annual openings•SOC Code: 49-9091.00
Coin, Vending, and Amusement Machine Servicers and Repairers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
This career is labeled "Somewhat Resilient" because AI is genuinely changing how the job works, even if it is not eliminating it. The back-office side of things (tracking parts, logging maintenance records, and spotting equipment problems remotely) is being handled more and more by AI-powered monitoring systems, which means some of the easier, routine tasks are shifting away from human hands.
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More career infoAnalysisChatNewsMoreThis role is somewhat resilient
This career is labeled "Somewhat Resilient" because AI is genuinely changing how the job works, even if it is not eliminating it. The back-office side of things (tracking parts, logging maintenance records, and spotting equipment problems remotely) is being handled more and more by AI-powered monitoring systems, which means some of the easier, routine tasks are shifting away from human hands.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Machine Servicers/Repairers
Updated Quarterly
How is AI changing Machine Servicers/Repairers jobs?
Right now, AI is mostly augmenting vending and amusement machine repair work rather than replacing it. The back-office tasks—ordering parts, keeping maintenance records, and logging transactions—are the easiest to automate because connected machines already report data automatically. According to Vending Times, AI-enabled diagnostics are allowing faster mitigation of equipment performance issues, and Aramark is using artificial intelligence to identify potential equipment issues earlier, enabling faster response times and significantly reducing machine downtime.
In practical terms, if a card reader fails, the service team can know before the next complaint, and if a chilled machine shows a temperature issue, that can be flagged quickly. Researchers are also validating this shift: an arXiv study on smart-vending predictive maintenance [1] showed IoT sensors and machine-learning models can forecast failures before they happen, cutting downtime and unnecessary service trips. But the hands-on tasks—swapping magnetic heads, soldering boards, oiling motors—still need a human.
Technicians of America [2] notes that technician roles are among the most AI-resistant jobs because of their hands-on, site-specific nature, and that AI mainly repositions technicians as problem-solvers who verify diagnoses and execute repairs.
Sources
How fast is AI adoption growing for Machine Servicers/Repairers?
Adoption of AI-powered monitoring is moving quickly on the operator side because the tools are already commercially available and cheap to bolt onto connected machines. The 2026 NAMA show report from Kiosk Industry [3] highlighted a hybrid edge-and-cloud AI architecture demonstrated by multiple exhibitors for remote monitoring, dashboards, and analytics. Yet AI is not eliminating repair jobs.
Vending Times reports [4] that today's technicians are expected to troubleshoot cashless payment systems, wireless communications, telemetry platforms, and touchscreens, and a 2026 field-service survey found 63% of service leaders reported difficulty hiring technicians. That labor shortage—paired with the fact that the broader installation, maintenance, and repair category has about 608,100 openings projected each year [5] per BLS—makes operators more eager to keep skilled humans, not fewer. The bottom line: if you're curious about this career, learning both mechanical skills and digital literacy (networking, software updates, reading AI dashboards) will make you very hard to replace.
Sources
Will AI replace Machine Servicers/Repairers?
Not entirely. We think AI will take over some tasks, but not the whole job.
Our 44.6% AI Resilience Score reflects a real tension in this career: the back-office work is automating fast, but the hands-on repair work is holding firm. AI-enabled diagnostics can already flag a failing card reader or a temperature issue in a chilled machine before a customer complains [4], and predictive maintenance models using IoT sensors are cutting unnecessary service trips [1]. That part of the job is genuinely shrinking.
What stays human is the physical work: swapping components, soldering boards, oiling motors, and troubleshooting on-site problems that no algorithm can fix remotely. Technician roles rank among the most AI-resistant precisely because they are hands-on and site-specific [2]. The 2026 NAMA show also showed AI tools repositioning technicians as problem-solvers who verify diagnoses and execute repairs, not replacing them [3].
The economic picture is the harder part. Long-term employer demand and earning potential score low on our scorecard, so this is not a career to coast in. The workers who will do best are those who pair mechanical skills with digital literacy, reading AI dashboards, managing telemetry platforms, and updating software, making themselves genuinely hard to replace.
Sources
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Latest AI news for Machine Servicers/Repairers
The recommended articles emphasize that careers in coin, vending, and amusement machine servicing are resilient to AI disruption. For example, the article from aijobriskcheck.com highlights that the role relies heavily on physical presence and mechanical skills, making it less susceptible to automation. Additionally, the assessment.com piece outlines essential skills, salary expectations, and job outlook, providing valuable insights for aspiring professionals. This information encourages students to pursue this career with confidence, knowing that hands-on repair work will remain essential despite technological advancements.
Will AI Replace Coin, Vending, and Amusement Machine ...
www.tagieff.ca • 9/20/2026
Feb 28, 2026 — No, AI will not replace coin, vending, and amusement machine servicers and repairers. a moderate risk score of 52 out of 100, Labor Statistics ...
AI Impact on Vending Machine Servicers (42/100)
www.aijobchecker.com • 9/20/2026
Vending machine servicers face moderate AI risk (42/100). Cash collection is 82% automatable in 1-3 years, but physical repair remains safe.
Coin, Vending, & Amusement Machine Servicers & Repairers
www.mynextmove.org • 9/20/2026
What they do: Install, service, adjust, or repair coin, vending, or amusement machines including video games, juke boxes, pinball machines, or slot machines. Read more
Coin, Vending & Amusement Machine Repairers ...
www.assessment.com • 9/20/2026
Explore the career of a coin, vending, and amusement machine repairer. Learn about skills, salary, job outlook, and test your fit with the MAPP assessment.
Coin & Vending Machine Servicers: AI Job Risk & Exposure
aijobriskcheck.com • 9/20/2026
Jul 9, 2026 — AI is unlikely to replace coin, vending, and amusement machine servicers. The role centers on physical presence, mechanical diagnosis, and on- ... Read more
More Career Info
Career: Coin, Vending, and Amusement Machine Servicers and Repairers
They fix and maintain vending machines and arcade games, ensuring they work properly and people can enjoy using them.
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Employment & Wage Data
Median Wage
$47,450
Jobs (2025)
34,700
Growth (2025-35)
-3.4%
Annual Openings
3,800
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Install machines, making the necessary water and electrical connections in compliance with codes.
2
Transport machines to installation sites.
3
Disassemble and assemble machines, according to specifications and using hand and power tools.
4
Make service calls to maintain and repair machines.
5
Clean and oil machine parts.
6
Adjust and repair coin, vending, or amusement machines and meters and replace defective mechanical and electrical parts, using hand tools, soldering irons, and diagrams.
7
Replace malfunctioning parts, such as worn magnetic heads on automatic teller machine (ATM) card readers.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
