Takeover Tracker

vs

42 shared · 7 different

core competencies

37%medium risk
Dishwashers

Side-by-Side Comparison

MetricFood Preparation WorkersDishwashers
Risk Score36.7%37.4%
Risk TierMedium RiskMedium Risk
Risk Percentile71th74th
Tasks at Risk (>50%)7 / 155 / 13
Median Salary$34,220$33,670
Employment889K472K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Administration and Management
Performing for or Working Directly with the Public
Processing Information
Manual DexterityAI-Resistant
Coordinating the Work and Activities of Others
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Preparation Workers

26%

total discount

Dishwashers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food Preparation Workers

7 of 15 at risk
88%Take and record temperature of food and food storage areas, such as refrigerators and freezers.
87%Operate cash register, handle money, and give correct change.
64%Keep records of the quantities of food used.
59%Vacuum dining area and sweep and mop kitchen floor.
57%Distribute food to waiters and waitresses to serve to customers.

Dishwashers

5 of 13 at risk
59%Sweep or scrub floors.
59%Transfer supplies or equipment between storage and work areas, by hand or using hand trucks.
53%Load or unload trucks that deliver or pick up food or supplies.
51%Clean or prepare various foods for cooking or serving.
51%Receive and store supplies.

Wage Comparison

Dishwashers earns -$550(-2%) vs Food Preparation Workers
Food Preparation WorkersDishwashers
10th
$23,490$23,960
25th
$28,740$28,740
Median
$34,220$33,670
75th
$37,540$36,750
90th
$44,260$41,600

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
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