Coin, Vending, and Amusement Machine Servicers and Repairers

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

• Collect coins and bills from machines, prepare invoices, and settle accounts with concessionaires.65
• Record transaction information on forms or logs, and notify designated personnel of discrepancies.64
• Keep records of merchandise distributed and money collected.64

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Maintain records of machine maintenance and repair.56
• Refer to manuals and wiring diagrams to gather information needed to repair machines.54
• Order parts needed for machine repairs.49

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Inspect machines and meters to determine causes of malfunctions and fix minor problems such as jammed bills or stuck products.29
• Transport machines to installation sites.33

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 45 puts Coin, Vending, and Amusement Machine Servicers and Repairers in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 3 of 18 analyzed tasks lean automatable, 13 augmentable, and 2 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: adopt AI deliberately on the augmentable tasks and build visible evidence of the durable ones.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $47,450median wage
• 26,410employed
• 3,500annual openings
• -2.8%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Computer, Automated Teller, and Office Machine Repairers 44
• Industrial Machinery Mechanics 46
• Maintenance Workers, Machinery 41
• Paper Goods Machine Setters, Operators, and Tenders 47
• Packaging and Filling Machine Operators and Tenders 50
• Machine Feeders and Offbearers 47

FAQ — Coin, Vending, and Amusement Machine Servicers and Repairers

What does a score of 45 mean for a Coin, Vending, and Amusement Machine Servicers and Repairers?

It means that, weighted across the 18 tasks we analyzed for this role, the task mix sits at 45 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Collect coins and bills from machines, prepare invoices, and settle accounts with concessionaires; Record transaction information on forms or logs, and notify designated personnel of discrepancies; Keep records of merchandise distributed and money collected. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The most durable responsibilities are: Inspect machines and meters to determine causes of malfunctions and fix minor problems such as jammed bills or stuck products; Transport machines to installation sites. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.