Takeover Tracker
16%low risk
Farm Equipment Mechanics and Service Technicians
vs

70 shared · 17 different

core competencies

18%low risk
Signal and Track Switch Repairers

Side-by-Side Comparison

MetricFarm Equipment Mechanics and Service TechniciansSignal and Track Switch Repairers
Risk Score16.3%17.8%
Risk TierLow RiskLow Risk
Risk Percentile2th3th
Tasks at Risk (>50%)3 / 141 / 14
Median Salary$52,080$83,600
Employment37K8K

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

Farm Equipment Mechanics and Service Technicians

29%

total discount

Signal and Track Switch Repairers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Signal and Track Switch Repairers earns +$31,520(+61%) vs Farm Equipment Mechanics and Service Technicians
Farm Equipment Mechanics and Service TechniciansSignal and Track Switch Repairers
10th
$36,920$57,410
25th
$45,660$75,680
Median
$52,080$83,600
75th
$63,070$95,620
90th
$76,860$104,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

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

Farm Equipment Mechanics and Service Technicians

$43,570

from $52,080

Signal and Track Switch Repairers

$68,753

from $83,600

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 Farm

0

Unique to Signal

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Social Intelligence
Farm Equipment Mechanics and Service TechniciansSignal and Track Switch Repairers
Find transitions from Farm Equipment Mechanics and Service TechniciansFind transitions from Signal and Track Switch Repairers