Takeover Tracker

vs

36 shared · 7 different

core competencies

46%medium risk
Cooks, Fast Food

Side-by-Side Comparison

MetricMaids and Housekeeping CleanersCooks, Fast Food
Risk Score38.4%46.3%
Risk TierMedium RiskMedium Risk
Risk Percentile76th93th
Tasks at Risk (>50%)4 / 1512 / 15
Median Salary$34,660$30,160
Employment855K668K

Skill Comparison

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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

Maids and Housekeeping Cleaners

24%

total discount

Cooks, Fast Food

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 -$4,500(-13%) vs Maids and Housekeeping Cleaners
Maids and Housekeeping CleanersCooks, Fast Food
10th
$26,800$22,370
25th
$29,630$26,540
Median
$34,660$30,160
75th
$38,510$35,710
90th
$47,590$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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