Takeover Tracker

vs

56 shared · 17 different

core competencies

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsFarmworkers, Farm, Ranch, and Aquacultural Animals
Risk Score38.2%32.8%
Risk TierMedium RiskMedium Risk
Risk Percentile76th55th
Tasks at Risk (>50%)5 / 1510 / 15
Median SalaryN/A$36,150
EmploymentN/A35K

Skill Comparison

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Sorted by largest difference

Transportation
Evaluating Information to Determine Compliance with Standards
Documenting/Recording Information
Repairing and Maintaining Mechanical Equipment
Getting Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Performing General Physical Activities
Public Safety and Security
Far Vision
Auditory Attention
Gross Body Equilibrium
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Railroad Brake, Signal, and Switch Operators

5 of 15 at risk
86%Receive oral or written instructions from yardmasters or yard conductors indicating track assignments and cars to be switched.
86%Monitor oil, air, and steam pressure gauges, and make sure water levels are adequate.
76%Watch for and relay traffic signals to start and stop cars during shunting.
74%Observe signals from other crew members so that work activities can be coordinated.
59%Inspect tracks, cars, and engines for defects and to determine service needs, sending engines and cars for repairs as necessary.

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

Railroad Brake, Signal, and Switch OperatorsFarmworkers, Farm, Ranch, and Aquacultural Animals
10th
N/A$27,110
25th
N/A$31,220
Median
N/A$36,150
75th
N/A$44,280
90th
N/A$51,840

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