Takeover Tracker

37%medium risk
Bakers
vs

39 shared · 7 different

core competencies

Side-by-Side Comparison

MetricBakersFood Servers, Nonrestaurant
Risk Score36.6%44.0%
Risk TierMedium RiskMedium Risk
Risk Percentile71th90th
Tasks at Risk (>50%)8 / 157 / 14
Median Salary$36,650$34,460
Employment232K272K

Skill Comparison

|

Sorted by largest difference

Food Production
Assisting and Caring for Others
Visual Color Discrimination
Perceptual Speed
Active LearningAI-Augmented
Performing for or Working Directly with the Public
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Bakers

25%

total discount

Food Servers, Nonrestaurant

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Bakers

8 of 15 at risk
85%Direct or coordinate bakery deliveries.
73%Adapt the quantity of ingredients to match the amount of items to be baked.
65%Set time and speed controls for mixing machines, blending machines, or steam kettles so that ingredients will be mixed or cooked according to instructions.
63%Operate slicing or wrapping machines.
61%Check products for quality and identify damaged or expired goods.

Food Servers, Nonrestaurant

7 of 14 at risk
88%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 -$2,190(-6%) vs Bakers
BakersFood Servers, Nonrestaurant
10th
$27,560$26,590
25th
$31,470$29,800
Median
$36,650$34,460
75th
$42,570$37,550
90th
$48,260$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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