Takeover Tracker

vs

54 shared · 14 different

core competencies

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsRoustabouts, Oil and Gas
Risk Score38.2%24.0%
Risk TierMedium RiskLow Risk
Risk Percentile76th17th
Tasks at Risk (>50%)5 / 150 / 15
Median SalaryN/A$47,510
EmploymentN/A45K

Skill Comparison

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Sorted by largest difference

Transportation
Documenting/Recording Information
Handling and Moving Objects
Evaluating Information to Determine Compliance with Standards
Identifying Objects, Actions, and Events
Monitor Processes, Materials, or Surroundings
Getting Information
Far Vision
Customer and Personal Service
Coordinating the Work and Activities of Others
Coaching and Developing Others
Reading ComprehensionAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Roustabouts, Oil and Gas

25%

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.

Roustabouts, Oil and Gas

0 of 15 at risk
49%Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.
49%Move pipes to and from trucks, using truck winches and motorized lifts, or by hand.
49%Dig drainage ditches around wells and storage tanks.
47%Clean trucks used in the fields.
45%Keep pipe deck and main deck areas clean and tidy.

Wage Comparison

Railroad Brake, Signal, and Switch OperatorsRoustabouts, Oil and Gas
10th
N/A$35,650
25th
N/A$38,330
Median
N/A$47,510
75th
N/A$57,170
90th
N/A$64,010

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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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Railroad Brake, Signal, and Switch Operators: Not yetRoustabouts, Oil and Gas: Not yet