Takeover Tracker
vs

46 shared · 20 different

core competencies

Side-by-Side Comparison

MetricRailroad Brake, Signal, and Switch OperatorsMolding and Casting Workers
Risk Score38.2%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile76th72th
Tasks at Risk (>50%)5 / 158 / 15
Median SalaryN/A$45,690
EmploymentN/A35K

Skill Comparison

|

Sorted by largest difference

Identifying Objects, Actions, and Events
Transportation
Monitor Processes, Materials, or Surroundings
Getting Information
Evaluating Information to Determine Compliance with Standards
Inspecting Equipment, Structures, or Material
Far Vision
Public Safety and Security
Customer and Personal Service
Documenting/Recording Information
Performing General Physical Activities
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Railroad Brake, Signal, and Switch Operators

26%

total discount

Molding and Casting Workers

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.

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Railroad Brake, Signal, and Switch OperatorsMolding and Casting Workers
10th
N/A$34,950
25th
N/A$38,500
Median
N/A$45,690
75th
N/A$51,340
90th
N/A$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Railroad Brake, Signal, and Switch Operators20282035
Molding and Casting Workers20282035
20242030203520402045

Molding and Casting Workers 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 Molding

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Social Intelligence
Railroad Brake, Signal, and Switch OperatorsMolding and Casting Workers