Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Amusement Rec. Attendant:

51.6%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient amusement and recreation attendant 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 amusement and recreation attendants, all eight sources had data, though AI exposure was split: our AI Resilience Model saw high human contribution, while Microsoft, Will Robots Take My Job, and OpenAI Signals rated exposure higher, keeping confidence at medium. Strong employer demand helped lift the score, even as pay signals stayed modest, landing this role at "Mostly Resilient."

AI Resilience Report forAmusement and Recreation Attendants

$32,150 median salary•100,400 annual openings•SOC Code: 39-3091.00

Amusement and Recreation Attendants are somewhat more resilient to AI impacts than most occupations, according to our analysis of 8 sources.

This career earns a "Mostly Resilient" label because the heart of the job, keeping guests safe, calm, and happy in person, is something AI simply cannot do yet. Tasks like loading rides, reading nervous guests, and handling unexpected situations all require human judgment and empathy that today's technology lacks.

Learn more about how you can thrive in this position

This role is mostly resilient

This career earns a "Mostly Resilient" label because the heart of the job, keeping guests safe, calm, and happy in person, is something AI simply cannot do yet. Tasks like loading rides, reading nervous guests, and handling unexpected situations all require human judgment and empathy that today's technology lacks.

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Analysis of current AI resilience

Amusement Rec. Attendant

Updated quarterly

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Latest AI news for Amusement Rec. Attendant

These articles highlight the evolving landscape for Amusement and Recreation Attendants, emphasizing the importance of adaptability in an AI-driven world. For instance, ticket scanning faces a high automation risk of 88%, while senior roles remain stable, suggesting a need for skills in customer interaction and management systems. Understanding AI's impact, like automated scheduling, can help students prepare for a future where they collaborate with technology rather than be replaced by it, fostering resilience in their career path.

More Career Info

Career: Amusement and Recreation Attendants

They help people have fun by managing rides, games, and attractions, ensuring everything is safe and enjoyable for visitors.

Employment & Wage Data

Median Wage

$32,150

Jobs (2025)

408,400

Growth (2025-35)

+3.7%

Annual Openings

100,400

Education

No formal educational credential

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

90% ResilienceSupplemental

Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals.

2

85% ResilienceSupplemental

Fasten safety devices for patrons, or provide them with directions for fastening devices.

3

82% ResilienceSupplemental

Clean sporting equipment, vehicles, rides, booths, facilities, or grounds.

4

80% ResilienceSupplemental

Inspect equipment to detect wear and damage and perform minor repairs, adjustments, or maintenance tasks, such as oiling parts.

5

75% ResilienceCore Task

Monitor activities to ensure adherence to rules and safety procedures, or arrange for the removal of unruly patrons.

6

70% ResilienceCore Task

Maintain inventories of equipment, storing and retrieving items and assembling and disassembling equipment as necessary.

7

65% ResilienceSupplemental

Operate, drive, or explain the use of mechanical riding devices or other automatic equipment in amusement parks, carnivals, or recreation areas.

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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