Takeover Tracker

46%medium risk
Cooks, Fast Food
vs

36 shared · 7 different

core competencies

Side-by-Side Comparison

MetricCooks, Fast FoodMaids and Housekeeping Cleaners
Risk Score46.3%38.4%
Risk TierMedium RiskMedium Risk
Risk Percentile93th76th
Tasks at Risk (>50%)12 / 154 / 15
Median Salary$30,160$34,660
Employment668K855K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Resolving Conflicts and Negotiating with Others
Extent Flexibility
Identifying Objects, Actions, and Events
Getting Information
Handling and Moving Objects
Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Fast Food

23%

total discount

Maids and Housekeeping Cleaners

24%

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.

Maids and Housekeeping Cleaners

4 of 15 at risk
78%Request repair services and wait for repair workers to arrive.
74%Observe precautions required to protect hotel and guest property and report damage, theft, and found articles to supervisors.
57%Sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.
51%Clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.
49%Disinfect equipment and supplies, using germicides or steam-operated sterilizers.

Wage Comparison

Maids and Housekeeping Cleaners earns +$4,500(+15%) vs Cooks, Fast Food
Cooks, Fast FoodMaids and Housekeeping Cleaners
10th
$22,370$26,800
25th
$26,540$29,630
Median
$30,160$34,660
75th
$35,710$38,510
90th
$38,980$47,590

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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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