Takeover Tracker

vs

50 shared · 17 different

core competencies

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsFurniture Finishers
Risk Score38.2%19.9%
Risk TierMedium RiskLow Risk
Risk Percentile76th7th
Tasks at Risk (>50%)5 / 153 / 15
Median SalaryN/A$42,530
EmploymentN/A14K

Skill Comparison

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Sorted by largest difference

Transportation
Performing General Physical Activities
Documenting/Recording Information
Operating Vehicles, Mechanized Devices, or Equipment
Identifying Objects, Actions, and Events
Public Safety and Security
Evaluating Information to Determine Compliance with Standards
Far Vision
Near Vision
Reaction Time
Visual Color Discrimination
Gross Body Equilibrium

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Furniture Finishers

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.

Furniture Finishers

3 of 15 at risk
84%Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type.
84%Follow blueprints to produce specific designs.
65%Paint metal surfaces electrostatically, or by using a spray gun or other painting equipment.
49%Mix finish ingredients to obtain desired colors or shades.
47%Examine furniture to determine the extent of damage or deterioration, and to decide on the best method for repair or restoration.

Wage Comparison

Railroad Brake, Signal, and Switch OperatorsFurniture Finishers
10th
N/A$31,200
25th
N/A$36,770
Median
N/A$42,530
75th
N/A$49,020
90th
N/A$59,820

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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