Takeover Tracker
vs

48 shared · 10 different

core competencies

Side-by-Side Comparison

MetricButchers and Meat CuttersFood Preparation Workers
Risk Score28.9%36.7%
Risk TierMedium RiskMedium Risk
Risk Percentile33th71th
Tasks at Risk (>50%)6 / 137 / 15
Median Salary$38,960$34,220
Employment140K889K

Skill Comparison

|

Sorted by largest difference

Food Production
Selling or Influencing Others
Administration and Management
Control Precision
Controlling Machines and Processes
Production and Processing
Customer and Personal Service
Performing for or Working Directly with the Public
Visual Color Discrimination
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Butchers and Meat Cutters

27%

total discount

Food Preparation Workers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Butchers and Meat Cutters

6 of 13 at risk
88%Total sales, and collect money from customers.
88%Estimate requirements and order or requisition meat supplies to maintain inventories.
88%Record quantity of meat received and issued to cooks or keep records of meat sales.
61%Wrap, weigh, label, and price cuts of meat.
55%Cure, smoke, tenderize and preserve meat.

Food Preparation Workers

7 of 15 at risk
88%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.

Wage Comparison

Food Preparation Workers earns -$4,740(-12%) vs Butchers and Meat Cutters
Butchers and Meat CuttersFood Preparation Workers
10th
$28,850$23,490
25th
$34,460$28,740
Median
$38,960$34,220
75th
$47,200$37,540
90th
$57,130$44,260

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Butchers and Meat Cutters20282035
Food Preparation Workers20282035
20242030203520402045

Butchers and Meat Cutters has a longer runway before significant displacement, projected 0 years later than Food Preparation Workers.

Risk-Adjusted Salary

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

Butchers and Meat Cutters

$27,693

from $38,960

Food Preparation Workers

$21,654

from $34,220

After adjusting for AI risk, Butchers and Meat Cutters offers $6,038 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Butchers

0

Unique to Food

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Decision Complexity
Butchers and Meat CuttersFood Preparation Workers