Takeover Tracker

37%medium risk
Bakers
vs

40 shared · 9 different

core competencies

Side-by-Side Comparison

MetricBakersCombined Food Preparation and Serving Workers, Including Fast Food
Risk Score36.6%43.3%
Risk TierMedium RiskMedium Risk
Risk Percentile71th89th
Tasks at Risk (>50%)8 / 1510 / 15
Median Salary$36,650N/A
Employment232KN/A

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Public Safety and Security
Production and Processing
Developing and Building Teams
Customer and Personal Service
Near Vision
Coordinating the Work and Activities of Others
Perceptual Speed
Active LearningAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Bakers

25%

total discount

Combined Food Preparation and Serving Workers, Including Fast Food

25%

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.

Combined Food Preparation and Serving Workers, Including Fast Food

10 of 15 at risk
87%Accept payment from customers, and make change as necessary.
87%Request and record customer orders, and compute bills using cash registers, multi counting machines, or pencil and paper.
86%Monitor and order supplies or food items and restock as necessary to maintain inventory.
86%Notify kitchen personnel of shortages or special orders.
86%Relay food orders to cooks.

Wage Comparison

BakersCombined Food Preparation and Serving Workers, Including Fast Food
10th
$27,560N/A
25th
$31,470N/A
Median
$36,650N/A
75th
$42,570N/A
90th
$48,260N/A

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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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