Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

48.9%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

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.

This role is evolving

This career is labeled as "Evolving" because AI and smart technology are slowly being integrated to make the work more efficient. New vending machines can accept digital payments and use sensors to predict issues before they happen, which helps technicians focus on fixing problems rather than just finding them.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
More career info
Analysis
Chat
News
More

This role is evolving

This career is labeled as "Evolving" because AI and smart technology are slowly being integrated to make the work more efficient. New vending machines can accept digital payments and use sensors to predict issues before they happen, which helps technicians focus on fixing problems rather than just finding them.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Evolving iconEvolving

68.8%

68.8%

Microsoft's Working with AI

AI Applicability

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Stable iconStable

77.3%

77.3%

Will Robots Take My Job

Automation Resilience

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Changing fast iconChanging fast

19.6%

19.6%

Althoff & Reichardt

Economic Growth

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Evolving iconEvolving

32.6%

32.6%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

-2.9%

Growth Percentile:

16.0%

Annual Openings:

3,500

Annual Openings Pct:

32.2%

Analysis of Current AI Resilience

Machine Servicers/Repairers

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Right now, most work for coin/vending machine techs is still done by people, but new “smart” vending machines are helping. For example, many machines now accept credit cards or phone pay [1], so technicians spend less time handling coins. These machines also automatically log sales and product levels indoors, reducing manual bookkeeping.

On the maintenance side, companies are adding IoT sensors and AI tools that watch machine health. Research shows that sensors + AI can predict failures in advance [2], letting technicians fix things before a big breakdown. Scientists even built a small camera system that uses AI to notice when products might jam in the dispenser [3].

In practice this means workers get alerts about problems rather than discovering them by hand. However, fixing jams and overhauling machines still needs human skill. Big repairs or complex adjustments (like moving heavy machines) are not automated yet.

In summary, AI and software make record-keeping and routine checks easier, but technicians still do most physical repairs and troubleshooting [2] [3].

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AI Adoption

AI in the real world

AI and smart technology are slowly growing in this field, but adoption is mixed. On one hand, there are clear benefits: less downtime keeps machines selling snacks and tickets, and studies show predictive systems cut emergency calls [2]. Since customers want easy pay options, adding cashless and smart features can actually boost sales [1].

For big vending companies this can be worth the investment. On the other hand, machines and software cost money, while technicians earn only about $22 an hour on average [4]. Many vending businesses are small or have tight budgets, so they upgrade slowly.

Also, this job field is relatively small (around 30,000 workers) and even expected to slightly shrink [5], so companies may not rush to replace people. There are no big legal or social bans on smart machines, but people generally still trust a real person to fix tough problems. In the end, using AI is more about helping workers (for example, by warning of bad parts early) than replacing them.

Young tech-savvy workers will likely find that strong people skills, problem-solving, and hands-on debugging stay valuable even as more sensors and software enter vending-machine work [2] [5].

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More Career Info

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

90% ResilienceSupplemental

Prepare repair cost estimates.

2

85% ResilienceSupplemental

Transport machines to installation sites.

3

80% ResilienceCore Task

Contact other repair personnel or make arrangements for the removal of machines in cases where major repairs are required.

4

80% ResilienceSupplemental

Refer to manuals and wiring diagrams to gather information needed to repair machines.

5

75% ResilienceCore Task

Inspect machines and meters to determine causes of malfunctions and fix minor problems such as jammed bills or stuck products.

6

75% ResilienceSupplemental

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

7

70% ResilienceCore Task

Make service calls to maintain and repair machines.

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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