Takeover Tracker

46%medium risk
Cooks, Fast Food
vs

44 shared · 5 different

core competencies

43%medium risk
Baristas

Side-by-Side Comparison

MetricCooks, Fast FoodBaristas
Risk Score46.3%43.2%
Risk TierMedium RiskMedium Risk
Risk Percentile93th89th
Tasks at Risk (>50%)12 / 157 / 15
Median Salary$30,160N/A
Employment668KN/A

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Finger Dexterity
Handling and Moving Objects
Establishing and Maintaining Interpersonal Relationships
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Fast Food

23%

total discount

Baristas

25%

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.

Baristas

7 of 15 at risk
87%Receive and process customer payments.
85%Take customer orders and convey them to other employees for preparation.
79%Order, receive, or stock supplies or retail products.
60%Prepare or serve menu items, such as sandwiches or salads.
58%Prepare or serve hot or cold beverages, such as coffee, espresso drinks, blended coffees, or teas.

Wage Comparison

Cooks, Fast FoodBaristas
10th
$22,370N/A
25th
$26,540N/A
Median
$30,160N/A
75th
$35,710N/A
90th
$38,980N/A

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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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