Takeover Tracker
33%medium risk
Farmworkers, Farm, Ranch, and Aquacultural Animals
vs

65 shared · 7 different

core competencies

46%medium risk
Industrial Truck and Tractor Operators

Side-by-Side Comparison

MetricFarmworkers, Farm, Ranch, and Aquacultural AnimalsIndustrial Truck and Tractor Operators
Risk Score32.8%45.6%
Risk TierMedium RiskMedium Risk
Risk Percentile55th92th
Tasks at Risk (>50%)10 / 158 / 11
Median Salary$36,150$46,390
Employment35K806K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Public Safety and Security
Evaluating Information to Determine Compliance with Standards
Depth Perception
Response Orientation
Reaction Time

Protective Factors

Higher values indicate stronger protection against AI displacement

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Industrial Truck and Tractor Operators

25%

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.

Industrial Truck and Tractor Operators

8 of 11 at risk
87%Weigh materials or products and record weight or other production data on tags or labels.
63%Manually or mechanically load or unload materials from pallets, skids, platforms, cars, lifting devices, or other transport vehicles.
63%Move controls to drive gasoline- or electric-powered trucks, cars, or tractors and transport materials between loading, processing, and storage areas.
61%Move levers or controls that operate lifting devices, such as forklifts, lift beams with swivel-hooks, hoists, or elevating platforms, to load, unload, transport, or stack material.
61%Inspect product load for accuracy and safely move it around the warehouse or facility to ensure timely and complete delivery.

Wage Comparison

Industrial Truck and Tractor Operators earns +$10,240(+28%) vs Farmworkers, Farm, Ranch, and Aquacultural Animals
Farmworkers, Farm, Ranch, and Aquacultural AnimalsIndustrial Truck and Tractor Operators
10th
$27,110$36,500
25th
$31,220$39,780
Median
$36,150$46,390
75th
$44,280$53,680
90th
$51,840$61,540

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Farmworkers, Farm, Ranch, and Aquacultural Animals2028–2035
Industrial Truck and Tractor Operators2028–2035
20242030203520402045

Farmworkers, Farm, Ranch, and Aquacultural Animals has a longer runway before significant displacement, projected 0 years later than Industrial Truck and Tractor Operators.

Risk-Adjusted Salary

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

Farmworkers, Farm, Ranch, and Aquacultural Animals

$24,286

from $36,150

Industrial Truck and Tractor Operators

$25,218

from $46,390

After adjusting for AI risk, Industrial Truck and Tractor Operators offers $932 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Farmworkers,

0

Unique to Industrial

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Farmworkers, Farm, Ranch, and Aquacultural AnimalsIndustrial Truck and Tractor Operators
Find transitions from Farmworkers, Farm, Ranch, and Aquacultural AnimalsFind transitions from Industrial Truck and Tractor Operators