Takeover Tracker

Side-by-Side Comparison

MetricFarmworkers, Farm, Ranch, and Aquacultural AnimalsCutting and Slicing Machine Setters, Operators, and Tenders
Risk Score32.8%40.0%
Risk TierMedium RiskMedium Risk
Risk Percentile55th81th
Tasks at Risk (>50%)10 / 159 / 15
Median Salary$36,150$45,700
Employment35K48K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Finger Dexterity
Scheduling Work and Activities
MathematicsAI-Vulnerable
Quality Control Analysis
Thinking Creatively
Estimating the Quantifiable Characteristics of Products, Events, or Information
Identifying Objects, Actions, and Events
Reaction Time
Documenting/Recording Information
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Cutting and Slicing Machine Setters, Operators, and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Farmworkers, Farm, Ranch, and Aquacultural Animals

10 of 15 at risk
86%Order food for animals, and arrange for its delivery.
86%Maintain growth, feeding, production, and cost records.
67%Milk animals such as cows and goats, by hand or using milking machines.
63%Segregate animals according to weight, age, color, and physical condition.
61%Feed and water livestock and monitor food and water supplies.

Cutting and Slicing Machine Setters, Operators, and Tenders

9 of 15 at risk
86%Maintain production records, such as quantities, types, and dimensions of materials produced.
84%Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment.
77%Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.
60%Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.
53%Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material.

Wage Comparison

Cutting and Slicing Machine Setters, Operators, and Tenders earns +$9,550(+26%) vs Farmworkers, Farm, Ranch, and Aquacultural Animals
Farmworkers, Farm, Ranch, and Aquacultural AnimalsCutting and Slicing Machine Setters, Operators, and Tenders
10th
$27,110$34,890
25th
$31,220$38,540
Median
$36,150$45,700
75th
$44,280$52,000
90th
$51,840$60,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Farmworkers, Farm, Ranch, and Aquacultural Animals20282035
Cutting and Slicing Machine Setters, Operators, and Tenders20282035
20242030203520402045

Farmworkers, Farm, Ranch, and Aquacultural Animals has a longer runway before significant displacement, projected 0 years later than Cutting and Slicing Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Farmworkers, Farm, Ranch, and Aquacultural Animals

$24,286

from $36,150

Cutting and Slicing Machine Setters, Operators, and Tenders

$27,397

from $45,700

After adjusting for AI risk, Cutting and Slicing Machine Setters, Operators, and Tenders offers $3,112 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Farmworkers,

0

Unique to Cutting

Combined Protection Strategy

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

Creativity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Farmworkers, Farm, Ranch, and Aquacultural AnimalsCutting and Slicing Machine Setters, Operators, and Tenders