medium risk
Food Preparation Workersvs
31 shared · 14 different
core competencies
medium risk
Food Servers, NonrestaurantSide-by-Side Comparison
Food Preparation Workers leads 3–1| Metric | Food Preparation Workers | Food Servers, Nonrestaurant |
|---|---|---|
| Risk Score | 36.7% | 44.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 71th | 90th |
| Tasks at Risk (>50%) | 7 / 15 | 7 / 14 |
| Median Salary | $34,220 | $34,460 |
| Employment | 889K | 272K |
Skill Comparison
|
Sorted by largest difference
Customer and Personal Service
Establishing and Maintaining Interpersonal Relationships
Communicating with Supervisors, Peers, or Subordinates
Developing and Building Teams
Scheduling Work and Activities
Administration and Management
Performing General Physical Activities
Resolving Conflicts and Negotiating with Others
Updating and Using Relevant Knowledge
Coaching and Developing Others
Judging the Qualities of Things, Services, or People
Processing Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Food Preparation Workers
26%
total discount
Food Servers, Nonrestaurant
23%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Food Preparation Workers
7 of 15 at risk88%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.
Food Servers, Nonrestaurant
7 of 14 at risk88%Total checks, present them to customers, and accept payment for services.
87%Take food orders and relay orders to kitchens or serving counters so they can be filled.
87%Record amounts and types of special food items served to customers.
77%Monitor food distribution, ensuring that meals are delivered to the correct recipients and that guidelines, such as those for special diets, are followed.
77%Monitor food preparation or serving techniques to ensure that proper procedures are followed.
Wage Comparison
Food Servers, Nonrestaurant earns +$240(+1%) vs Food Preparation Workers
Food Preparation WorkersFood Servers, Nonrestaurant
10th
$23,490$26,590
25th
$28,740$29,800
Median
$34,220$34,460
75th
$37,540$37,550
90th
$44,260$44,770
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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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