Takeover Tracker
vs

40 shared · 9 different

core competencies

37%medium risk
Bakers

Side-by-Side Comparison

MetricCombined Food Preparation and Serving Workers, Including Fast FoodBakers
Risk Score43.3%36.6%
Risk TierMedium RiskMedium Risk
Risk Percentile89th71th
Tasks at Risk (>50%)10 / 158 / 15
Median SalaryN/A$36,650
EmploymentN/A232K

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

Combined Food Preparation and Serving Workers, Including Fast Food

25%

total discount

Bakers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Combined Food Preparation and Serving Workers, Including Fast Food20282035
Bakers20282035
20242030203520402045

Bakers has a longer runway before significant displacement, projected 0 years later than Combined Food Preparation and Serving Workers, Including Fast Food.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Combined

0

Unique to Bakers

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Social Intelligence
Fine Manipulation
Regulatory Barriers
Combined Food Preparation and Serving Workers, Including Fast FoodBakers