Takeover Tracker
37%medium risk
Bakers
vs

41 shared · 9 different

core competencies

Side-by-Side Comparison

MetricBakersOffice Machine Operators, Except Computer
Risk Score36.6%39.8%
Risk TierMedium RiskMedium Risk
Risk Percentile71th80th
Tasks at Risk (>50%)8 / 155 / 15
Median Salary$36,650$39,020
Employment232K25K

Skill Comparison

|

Sorted by largest difference

Interacting With Computers
Identifying Objects, Actions, and Events
Processing Information
Production and Processing
English Language
Updating and Using Relevant Knowledge
Inspecting Equipment, Structures, or Material
Thinking Creatively
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Bakers

25%

total discount

Office Machine Operators, Except Computer

24%

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.

Office Machine Operators, Except Computer

5 of 15 at risk
87%Complete records of production, including work volumes and outputs, materials used, and any backlogs.
87%Maintain stock of supplies, and requisition any needed items.
86%Read job orders to determine the type of work to be done, the quantities to be produced, and the materials needed.
86%File and store completed documents.
71%Compute prices for services and receive payment, or provide supervisors with billing information.

Wage Comparison

Office Machine Operators, Except Computer earns +$2,370(+6%) vs Bakers
BakersOffice Machine Operators, Except Computer
10th
$27,560$29,850
25th
$31,470$34,420
Median
$36,650$39,020
75th
$42,570$46,680
90th
$48,260$56,340

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bakers20282035
Office Machine Operators, Except Computer20282035
20242030203520402045

Bakers has a longer runway before significant displacement, projected 0 years later than Office Machine Operators, Except Computer.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Bakers

$23,225

from $36,650

Office Machine Operators, Except Computer

$23,506

from $39,020

After adjusting for AI risk, Office Machine Operators, Except Computer offers $281 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Bakers

0

Unique to Office

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Creativity
BakersOffice Machine Operators, Except Computer