Takeover Tracker
vs

63 shared · 8 different

core competencies

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsPourers and Casters, Metal
Risk Score38.2%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile76th74th
Tasks at Risk (>50%)5 / 155 / 15
Median SalaryN/A$48,940
EmploymentN/A6K

Skill Comparison

|

Sorted by largest difference

Transportation
Performing General Physical Activities
Repairing and Maintaining Mechanical Equipment
Far Vision
Identifying Objects, Actions, and Events
Evaluating Information to Determine Compliance with Standards
Getting Information
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Pourers and Casters, Metal

27%

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.

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Wage Comparison

Railroad Brake, Signal, and Switch OperatorsPourers and Casters, Metal
10th
N/A$37,250
25th
N/A$41,410
Median
N/A$48,940
75th
N/A$59,850
90th
N/A$68,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Railroad Brake, Signal, and Switch Operators20282035
Pourers and Casters, Metal20282035
20242030203520402045

Pourers and Casters, Metal has a longer runway before significant displacement, projected 0 years later than Railroad Brake, Signal, and Switch Operators.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Railroad

0

Unique to Pourers

Combined Protection Strategy

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

Decision Complexity
Social Intelligence
Fine Manipulation
Creativity
Railroad Brake, Signal, and Switch OperatorsPourers and Casters, Metal