Takeover Tracker

46%medium risk
Cooks, Fast Food
vs

42 shared · 6 different

core competencies

Side-by-Side Comparison

MetricCooks, Fast FoodWaiters and Waitresses
Risk Score46.3%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile93th61th
Tasks at Risk (>50%)12 / 155 / 15
Median Salary$30,160$33,760
Employment668K2.3M

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Getting Information
Communicating with Persons Outside Organization
English Language
Training and Teaching Others
Service OrientationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Fast Food

23%

total discount

Waiters and Waitresses

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Waiters and Waitresses

5 of 15 at risk
89%Prepare checks that itemize and total meal costs and sales taxes.
87%Collect payments from customers.
87%Write patrons' food orders on order slips, memorize orders, or enter orders into computers for transmittal to kitchen staff.
85%Check patrons' identification to ensure that they meet minimum age requirements for consumption of alcoholic beverages.
51%Perform cleaning duties, such as sweeping and mopping floors, vacuuming carpet, tidying up server station, taking out trash, or checking and cleaning bathroom.

Wage Comparison

Waiters and Waitresses earns +$3,600(+12%) vs Cooks, Fast Food
Cooks, Fast FoodWaiters and Waitresses
10th
$22,370$18,500
25th
$26,540$25,690
Median
$30,160$33,760
75th
$35,710$45,350
90th
$38,980$62,510

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Cooks, Fast Food: Not yetWaiters and Waitresses: Not yet