Takeover Tracker
18%low risk
Signal and Track Switch Repairers
vs

70 shared · 17 different

core competencies

16%low risk
Farm Equipment Mechanics and Service Technicians

Side-by-Side Comparison

MetricSignal and Track Switch RepairersFarm Equipment Mechanics and Service Technicians
Risk Score17.8%16.3%
Risk TierLow RiskLow Risk
Risk Percentile3th2th
Tasks at Risk (>50%)1 / 143 / 14
Median Salary$83,600$52,080
Employment8K37K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Mechanical
Communicating with Persons Outside Organization
Performing for or Working Directly with the Public
Evaluating Information to Determine Compliance with Standards
Installation
Inspecting Equipment, Structures, or Material
Thinking Creatively
Far Vision
Developing Objectives and Strategies
Controlling Machines and Processes
Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Signal and Track Switch Repairers

28%

total discount

Farm Equipment Mechanics and Service Technicians

29%

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.

Farm Equipment Mechanics and Service Technicians

3 of 14 at risk
86%Record details of repairs made and parts used.
67%Calculate bills according to record of repairs made, labor time, and parts used.
51%Examine and listen to equipment, read inspection reports, and confer with customers to locate and diagnose malfunctions.
47%Clean and lubricate parts.
17%Drive trucks to haul tools and equipment for on-site repair of large machinery.

Wage Comparison

Farm Equipment Mechanics and Service Technicians earns -$31,520(-38%) vs Signal and Track Switch Repairers
Signal and Track Switch RepairersFarm Equipment Mechanics and Service Technicians
10th
$57,410$36,920
25th
$75,680$45,660
Median
$83,600$52,080
75th
$95,620$63,070
90th
$104,860$76,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Signal and Track Switch Repairers2028–2035
Farm Equipment Mechanics and Service Technicians2028–2035
20242030203520402045

Farm Equipment Mechanics and Service Technicians has a longer runway before significant displacement, projected 0 years later than Signal and Track Switch Repairers.

Risk-Adjusted Salary

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

Signal and Track Switch Repairers

$68,753

from $83,600

Farm Equipment Mechanics and Service Technicians

$43,570

from $52,080

After adjusting for AI risk, Signal and Track Switch Repairers offers $25,183 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Signal

0

Unique to Farm

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Social Intelligence
Signal and Track Switch RepairersFarm Equipment Mechanics and Service Technicians
Find transitions from Signal and Track Switch RepairersFind transitions from Farm Equipment Mechanics and Service Technicians