Amusement and Recreation Attendants vs Cooks, Fast Food AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Amusement and Recreation Attendants

31 shared · 11 different

core competencies

medium risk

Cooks, Fast Food

Side-by-Side Comparison

Amusement and Recreation Attendants leads 5–0

Metric	Amusement and Recreation Attendants	Cooks, Fast Food
Risk Score	42.7%	46.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	87th	93th
Tasks at Risk (>50%)	8 / 15	12 / 15
Median Salary	$30,490	$30,160
Employment	372K	668K

Skill Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Amusement and Recreation Attendants2028–2035

Cooks, Fast Food2028–2035

20242030203520402045

Amusement and Recreation Attendants has a longer runway before significant displacement, projected 0 years later than Cooks, Fast Food.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Amusement and Recreation Attendants

$17,474

from $30,490

Cooks, Fast Food

$16,211

from $30,160

After adjusting for AI risk, Amusement and Recreation Attendants offers $1,263 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Amusement

Unique to Cooks,

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Decision Complexity

Social Intelligence

Creativity

Regulatory Barriers

Amusement and Recreation AttendantsCooks, Fast Food

Find transitions from Amusement and Recreation Attendants Find transitions from Cooks, Fast Food