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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 5/19/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
Amusement and Recreation Attendants are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Amusement and recreation attendants are "Mostly Resilient" because the heart of this job — greeting guests, guiding kids onto rides, reading a crowd, and making split-second safety calls — relies on human warmth and judgment that AI genuinely can't replicate. Yes, some routine tasks like ticket-taking, scheduling, and answering basic customer questions are being handed off to chatbots and automated kiosks, but those were never the most important parts of the job anyway.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is mostly resilient
Amusement and recreation attendants are "Mostly Resilient" because the heart of this job — greeting guests, guiding kids onto rides, reading a crowd, and making split-second safety calls — relies on human warmth and judgment that AI genuinely can't replicate. Yes, some routine tasks like ticket-taking, scheduling, and answering basic customer questions are being handed off to chatbots and automated kiosks, but those were never the most important parts of the job anyway.
Read full analysisAnalysis of Current AI Resilience
Amusement Rec. Attendant
Updated Quarterly • Last Update: 5/15/2026

If you work as an amusement and recreation attendant, the good news is that AI is mostly showing up as a helper rather than a replacement — especially for the parts of the job that involve real humans having fun. The biggest changes are happening in the routine "back-office" tasks. At BillyBird's family parks in the Netherlands, an AI-powered chatbot started 7,014 customer conversations in one summer, with only 8% escalated to human colleagues, saving an estimated 109 hours of staff time, according to IAAPA's Funworld magazine.
Ticket-taking is also being automated: Disneyland recently rolled out facial recognition at the majority of its park entrances, letting guests skip showing a physical or digital ticket, though the option is currently opt-in. On the safety-monitoring side, AI is augmenting (not replacing) human attendants — for example, Six Flags has launched an "AI drowning prevention system" at its water parks alongside a generative-AI digital concierge [1], and Germany's DMT RideGuard uses sensors and AI algorithms to monitor ride vibration and movement in real time, helping operators catch problems early — a system already deployed at Movie Park Germany and other parks worldwide. EY notes that this kind of agentic AI lets staff "focus on higher-value interactions with guests instead of spending time manually performing routine tasks" [2] — which matches what attendants already do best: smiling, guiding kids onto rides, and keeping people safe.

Adoption is moving quickly for ticketing, scheduling, and customer-service chatbots because the tools are cheap, commercially available, and target the highest-automation tasks in this job (record-keeping at 78% and ticket sales at 72%). Parks are also under serious staffing pressure — the National Park Service is currently struggling to hire enough seasonal workers for the busy season [3], and similar shortages have hit private attractions, pushing operators toward automated turnstiles and self-service kiosks. On the other hand, full automation will be slow for the hands-on parts of the job.
As one IAAPA leader put it, BillyBird's AI scheduling tool "lacks the empathy and flexibility that human judgment brings", and Trengo's CEO argued that the leisure industry is well-positioned because "this is about the human experience, and that is hard to replicate by computer or AI". Safety rules are another brake: ASTM International is only now (March 2026) holding an organizational meeting to begin developing standards for AI in manufacturing and safety-critical systems, meaning AI ride monitors will supplement — not replace — trained human operators for years to come. Public pushback also matters: privacy experts have already raised alarms about the "normalisation of facial surveillance" at parks like Disneyland [4].
The skills most worth building? Friendly guest service, calm crowd handling, and quick safety judgment — exactly the things AI still can't fake.

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They help people have fun by managing rides, games, and attractions, ensuring everything is safe and enjoyable for visitors.
Median Wage
$30,490
Jobs (2024)
392,300
Growth (2024-34)
+3.4%
Annual Openings
102,400
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Schedule the use of recreation facilities such as golf courses, tennis courts, bowling alleys, and softball diamonds.
Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals.
Direct patrons to rides, seats, or attractions.
Inspect equipment to detect wear and damage and perform minor repairs, adjustments or maintenance tasks such as oiling parts.
Announce or describe amusement park attractions to patrons to entice customers to games and other entertainment.
Monitor activities to ensure adherence to rules and safety procedures, or arrange for the removal of unruly patrons.
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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