Takeover Tracker

Side-by-Side Comparison

MetricFarmworkers, Farm, Ranch, and Aquacultural AnimalsExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
Risk Score32.8%39.4%
Risk TierMedium RiskMedium Risk
Risk Percentile55th79th
Tasks at Risk (>50%)10 / 158 / 15
Median Salary$36,150$44,980
Employment35K15K

Skill Comparison

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Sorted by largest difference

Evaluating Information to Determine Compliance with Standards
Mechanical
Repairing and Maintaining Electronic Equipment
Judging the Qualities of Things, Services, or People
Making Decisions and Solving Problems
Estimating the Quantifiable Characteristics of Products, Events, or Information
Reaction Time
Static Strength
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

27%

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.

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

8 of 15 at risk
86%Record details of machine malfunctions.
86%Observe machine operations, control boards, and gauges to detect malfunctions such as clogged bushings and defective binder applicators.
63%Press buttons to stop machines when processes are complete or when malfunctions are detected.
57%Start metering pumps and observe operation of machines and equipment to ensure continuous flow of filaments extruded through spinnerettes and to detect processing defects.
53%Turn rheostats to obtain specified temperatures in electric furnaces where glass is melted.

Wage Comparison

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers earns +$8,830(+24%) vs Farmworkers, Farm, Ranch, and Aquacultural Animals
Farmworkers, Farm, Ranch, and Aquacultural AnimalsExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
10th
$27,110$35,590
25th
$31,220$38,990
Median
$36,150$44,980
75th
$44,280$54,690
90th
$51,840$63,650

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Farmworkers, Farm, Ranch, and Aquacultural Animals20282035
Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers20282035
20242030203520402045

Farmworkers, Farm, Ranch, and Aquacultural Animals has a longer runway before significant displacement, projected 0 years later than Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers.

Risk-Adjusted Salary

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

Farmworkers, Farm, Ranch, and Aquacultural Animals

$24,286

from $36,150

Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

$27,280

from $44,980

After adjusting for AI risk, Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers offers $2,995 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Farmworkers,

0

Unique to Extruding

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Fine Manipulation
Farmworkers, Farm, Ranch, and Aquacultural AnimalsExtruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers