Takeover Tracker

vs

60 shared · 13 different

core competencies

Side-by-Side Comparison

MetricPaving, Surfacing, and Tamping Equipment OperatorsFarmworkers, Farm, Ranch, and Aquacultural Animals
Risk Score18.1%32.8%
Risk TierLow RiskMedium Risk
Risk Percentile4th55th
Tasks at Risk (>50%)0 / 1510 / 15
Median Salary$51,650$36,150
Employment46K35K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Transportation
Public Safety and Security
Building and Construction
Estimating the Quantifiable Characteristics of Products, Events, or Information
Operating Vehicles, Mechanized Devices, or Equipment
Mechanical
Identifying Objects, Actions, and Events
Performing for or Working Directly with the Public
MathematicsAI-Vulnerable
Scheduling Work and Activities
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Paving, Surfacing, and Tamping Equipment Operators

25%

total discount

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Paving, Surfacing, and Tamping Equipment Operators

0 of 15 at risk
45%Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.
41%Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.
39%Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.
39%Fill tanks, hoppers, or machines with paving materials.
37%Shovel blacktop.

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.

Wage Comparison

Farmworkers, Farm, Ranch, and Aquacultural Animals earns -$15,500(-30%) vs Paving, Surfacing, and Tamping Equipment Operators
Paving, Surfacing, and Tamping Equipment OperatorsFarmworkers, Farm, Ranch, and Aquacultural Animals
10th
$38,030$27,110
25th
$44,740$31,220
Median
$51,650$36,150
75th
$66,060$44,280
90th
$90,110$51,840

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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