AITakeover Tracker
41%medium risk

Amusement and Recreation Attendants

Perform variety of attending duties at amusement or recreation facility. May schedule use of recreation facilities, maintain and provide equipment to participants of sporting events or recreational pursuits, or operate amusement concessions and rides.

Higher risk than 84% of occupations

AI Impact Summary

Amusement and Recreation Attendants faces moderate AI displacement risk with a score of 41/100. This occupation has higher AI displacement risk than 84% of all analyzed occupations. Of 19 analyzed tasks, 6 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingWritingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Amusement and Recreation Attendants skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.2pt risk+$1K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.7pt risk+$1K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Social Perceptiveness

Estimated Impact

-3.6pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School63%
High School Diploma35%
Associate's Degree1%

Prior Experience Needed

Work experience required to enter this job

None59%
1-3 months13%
3-6 months1%
1-2 years21%
2-4 years7%

Training Provided After Hiring

How long it typically takes to learn on the job

None12%
Up to 1 month60%
1-3 months9%
6 months - 1 year7%
1-2 years13%

How AI Impacts Each Task

19 tasks analyzed

Sell tickets and collect fees from customers.

Risk: 85.2%AI: 90EstimatedTime: 8%

Sell and serve refreshments to customers.

Risk: 53.0%AI: 50EstimatedTime: 8%

Operate machines to clean, smooth, and prepare the ice surfaces of rinks for activities such as skating, hockey, or curling.

Risk: 55.0%AI: 55EstimatedTime: 2%

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

Risk: 47.0%AI: 35EstimatedTime: 6%

Record details of attendance, sales, receipts, reservations, or repair activities.

Risk: 85.2%AI: 90EstimatedTime: 5%

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

Risk: 9.0%AI: 0EstimatedTime: 5%

Rent, sell, or issue sporting equipment and supplies, such as bowling shoes, golf balls, swimming suits, or beach chairs.

Risk: 83.2%AI: 85EstimatedTime: 5%

Provide information about facilities, entertainment options, and rules and regulations.

Risk: 34.8%AI: 49.55ObservedTime: 8%

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

Risk: 43.0%AI: 25EstimatedTime: 5%

Direct patrons to rides, seats, or attractions.

Risk: 85.2%AI: 90EstimatedTime: 6%

Tend amusement booths in parks, carnivals, or stadiums, performing duties such as conducting games, photographing patrons, or awarding prizes.

Risk: 27.0%AI: 30EstimatedTime: 5%

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

Risk: 25.0%AI: 25EstimatedTime: 8%

Verify, collect, or punch tickets before admitting patrons to venues such as amusement parks and rides.

Risk: 67.0%AI: 85EstimatedTime: 6%

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

Risk: 49.0%AI: 40EstimatedTime: 7%

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

Risk: 51.0%AI: 45EstimatedTime: 4%

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

Risk: 51.0%AI: 45EstimatedTime: 4%

Keep informed of shut-down and emergency evacuation procedures.

Risk: 85.2%AI: 90EstimatedTime: 2%

Announce or describe amusement park attractions to patrons to entice customers to games and other entertainment.

Risk: 29.0%AI: 35EstimatedTime: 3%

Schedule the use of recreation facilities, such as golf courses, tennis courts, bowling alleys, or softball diamonds.

Risk: 85.2%AI: 90EstimatedTime: 3%

Protective Factors

Total protective discount: 23.3%

Essential Soft Skills

Traits that are hard for AI to replicate

Concern for OthersCooperationSelf ControlDependabilityStress ToleranceAttention to DetailSocial OrientationAdaptability/FlexibilityIntegrityInitiativeAchievement/EffortLeadership

Wage & Employment (2024)

Median Wage

$30,490

per year

Mean Wage

$31,350

per year

Employment

372K

workers

Wage Range

$21,940 - $39,940

10th - 90th pct

Wage Distribution

$21,940Median: $30,490$39,940
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

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Waiters and Waitresses

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Higher risk than 22% of other occupations

Nonfarm Animal Caretakers

27%
Medium Risk

Median salary: $33,470

Higher risk than 22% of other occupations

Dining Room and Cafeteria Attendants and Bartender Helpers

34%
Medium Risk

Median salary: $32,670

Higher risk than 59% of other occupations

Stock Clerks, Sales Floor

40%
Medium Risk

Higher risk than 81% of other occupations

Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

41%
Medium Risk

Median salary: $30,380

Higher risk than 84% of other occupations

Combined Food Preparation and Serving Workers, Including Fast Food

42%
Medium Risk

Higher risk than 86% of other occupations

Cashiers

43%
Medium Risk

Median salary: $31,190

Higher risk than 88% of other occupations

Food Servers, Nonrestaurant

45%
Medium Risk

Median salary: $34,460

Higher risk than 92% of other occupations

Cooks, Fast Food

46%
Medium Risk

Median salary: $30,160

Higher risk than 93% of other occupations

Counter and Rental Clerks

47%
Medium Risk

Median salary: $38,540

Higher risk than 94% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 19% of other occupations

Sales Managers

26%
Medium Risk

Higher risk than 19% of other occupations

General and Operations Managers

29%
Medium Risk

Higher risk than 30% of other occupations

Advertising and Promotions Managers

29%
Medium Risk

Higher risk than 33% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 36% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Amusement and Recreation Attendants professionals should diversify beyond them.

  • Information Ordering

    Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Reading Comprehension

    Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

-5.4

overall change

Checking for existing plan...

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