Amusement and Recreation Attendants

Most exposed tasks

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

• Provide information about facilities, entertainment options, and rules and regulations.73
• Record details of attendance, sales, receipts, reservations, or repair activities.61

Augmentable tasks

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

• Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals.57
• Fasten safety devices for patrons, or provide them with directions for fastening devices.57
• Operate, drive, or explain the use of mechanical riding devices or other automatic equipment in amusement parks, carnivals, or recreation areas.57

Most durable tasks

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

The current data release does not distinguish durable tasks for this role.

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 50 puts Amusement and Recreation Attendants in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 2 of 17 analyzed tasks lean automatable, 15 augmentable, and 0 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: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

• $32,150median wage
• 397,830employed
• 102,400annual openings
• +3.4%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.

• Parking Attendants 46
• Baggage Porters and Bellhops 51
• Counter and Rental Clerks 64
• Laborers and Freight, Stock, and Material Movers, Hand 45
• Ushers, Lobby Attendants, and Ticket Takers 44
• First-Line Supervisors of Gambling Services Workers 54

FAQ — Amusement and Recreation Attendants

What does a score of 50 mean for a Amusement and Recreation Attendants?

It means that, weighted across the 17 tasks we analyzed for this role, the task mix sits at 50 on a 0–100 exposure scale — in the third 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: Provide information about facilities, entertainment options, and rules and regulations; Record details of attendance, sales, receipts, reservations, or repair activities. Exposure is scored per task from structured data, not generated by a language model.

Which parts of this job are most durable?

The current data release does not distinguish durable tasks for this role.

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.