Takeover Tracker
vs

56 shared · 20 different

core competencies

Side-by-Side Comparison

MetricSignal and Track Switch RepairersMaintenance and Repair Workers, General
Risk Score17.8%23.9%
Risk TierLow RiskLow Risk
Risk Percentile3th16th
Tasks at Risk (>50%)1 / 144 / 15
Median Salary$83,600$48,620
Employment8K1.5M

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Computers and Electronics
Identifying Objects, Actions, and Events
Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards
Documenting/Recording Information
Building and Construction
Inspecting Equipment, Structures, or Material
Analyzing Data or Information
Making Decisions and Solving Problems
Quality Control Analysis
Operating Vehicles, Mechanized Devices, or Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Signal and Track Switch Repairers

28%

total discount

Maintenance and Repair Workers, General

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Signal and Track Switch Repairers

1 of 14 at risk
86%Record and report information about mileage or track inspected, repairs performed, and equipment requiring replacement.
49%Drive motor vehicles to job sites.
39%Tighten loose bolts, using wrenches, and test circuits and connections by opening and closing gates.
39%Replace defective wiring, broken lenses, or burned-out light bulbs.
39%Inspect, maintain, and replace batteries as needed.

Maintenance and Repair Workers, General

4 of 15 at risk
86%Order parts, supplies, or equipment from catalogs or suppliers.
58%Test and treat water supply.
55%Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.
53%Plan and lay out repair work, using diagrams, drawings, blueprints, maintenance manuals, or schematic diagrams.
41%Inspect, operate, or test machinery or equipment to diagnose machine malfunctions.

Wage Comparison

Maintenance and Repair Workers, General earns -$34,980(-42%) vs Signal and Track Switch Repairers
Signal and Track Switch RepairersMaintenance and Repair Workers, General
10th
$57,410$33,860
25th
$75,680$39,050
Median
$83,600$48,620
75th
$95,620$61,710
90th
$104,860$76,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Signal and Track Switch Repairers20282035
Maintenance and Repair Workers, General20282035
20242030203520402045

Signal and Track Switch Repairers has a longer runway before significant displacement, projected 0 years later than Maintenance and Repair Workers, General.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Signal and Track Switch Repairers

$68,753

from $83,600

Maintenance and Repair Workers, General

$36,985

from $48,620

After adjusting for AI risk, Signal and Track Switch Repairers offers $31,767 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Signal

0

Unique to Maintenance

Combined Protection Strategy

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

Decision Complexity
Creativity
Social Intelligence
Regulatory Barriers
Signal and Track Switch RepairersMaintenance and Repair Workers, General