Takeover Tracker

45%medium risk
Cashiers
vs

44 shared · 2 different

core competencies

46%medium risk
Cooks, Fast Food

Side-by-Side Comparison

MetricCashiersCooks, Fast Food
Risk Score44.7%46.3%
Risk TierMedium RiskMedium Risk
Risk Percentile91th93th
Tasks at Risk (>50%)9 / 1512 / 15
Median Salary$31,190$30,160
Employment3.1M668K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Cashiers

25%

total discount

Cooks, Fast Food

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cashiers

9 of 15 at risk
88%Calculate total payments received during a time period, and reconcile this with total sales.
88%Keep periodic balance sheets of amounts and numbers of transactions.
86%Issue receipts, refunds, credits, or change due to customers.
86%Issue trading stamps and redeem food stamps and coupons.
84%Monitor checkout stations to ensure that they have adequate cash available and that they are staffed appropriately.

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 -$1,030(-3%) vs Cashiers
CashiersCooks, Fast Food
10th
$23,070$22,370
25th
$27,780$26,540
Median
$31,190$30,160
75th
$35,410$35,710
90th
$38,220$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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