Takeover Tracker

vs

31 shared · 11 different

core competencies

46%medium risk
Cooks, Fast Food

Side-by-Side Comparison

MetricAmusement and Recreation AttendantsCooks, Fast Food
Risk Score42.7%46.3%
Risk TierMedium RiskMedium Risk
Risk Percentile87th93th
Tasks at Risk (>50%)8 / 1512 / 15
Median Salary$30,490$30,160
Employment372K668K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Administration and Management
Organizing, Planning, and Prioritizing Work
Developing and Building Teams
Identifying Objects, Actions, and Events
Performing General Physical Activities
Oral Expression
Assisting and Caring for Others
Estimating the Quantifiable Characteristics of Products, Events, or Information
Monitor Processes, Materials, or Surroundings
Handling and Moving Objects

Protective Factors

Higher values indicate stronger protection against AI displacement

Amusement and Recreation Attendants

23%

total discount

Cooks, Fast Food

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Amusement and Recreation Attendants

8 of 15 at risk
87%Sell tickets and collect fees from customers.
87%Record details of attendance, sales, receipts, reservations, or repair activities.
85%Rent, sell, or issue sporting equipment and supplies, such as bowling shoes, golf balls, swimming suits, or beach chairs.
85%Direct patrons to rides, seats, or attractions.
71%Verify, collect, or punch tickets before admitting patrons to venues such as amusement parks and rides.

Cooks, Fast Food

12 of 15 at risk
88%Take food and drink orders and receive payment from customers.
76%Verify that prepared food meets requirements for quality and quantity.
75%Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
61%Prepare and serve beverages, such as coffee or fountain drinks.
59%Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.

Wage Comparison

Cooks, Fast Food earns -$330(-1%) vs Amusement and Recreation Attendants
Amusement and Recreation AttendantsCooks, Fast Food
10th
$21,940$22,370
25th
$26,430$26,540
Median
$30,490$30,160
75th
$35,360$35,710
90th
$39,940$38,980

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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