Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Machine Servicers/Repairers:

44.6%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Low

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient coin, vending, and amusement machine repair work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For machine servicers and repairers, 6 of 8 sources had data. On AI exposure, AI Resilience Model, Microsoft, and OpenAI Signals all agreed the hands-on repair work stays human, while Will Robots Take My Job saw it differently, landing confidence at medium-high. Weaker hiring and pay signals pulled the score down, leaving this role "Somewhat Resilient."

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.

Learn more about how you can thrive in this position

This 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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Analysis of current AI resilience

Machine Servicers/Repairers

Updated quarterly

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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.

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.

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

95% ResilienceSupplemental

Install machines, making the necessary water and electrical connections in compliance with codes.

2

95% ResilienceSupplemental

Transport machines to installation sites.

3

94% ResilienceSupplemental

Disassemble and assemble machines, according to specifications and using hand and power tools.

4

93% ResilienceSupplemental

Make service calls to maintain and repair machines.

5

92% ResilienceCore Task

Clean and oil machine parts.

6

92% ResilienceCore Task

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

90% ResilienceCore Task

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.

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