Takeover Tracker

Side-by-Side Comparison

MetricFarm Equipment Mechanics and Service TechniciansBus and Truck Mechanics and Diesel Engine Specialists
Risk Score16.3%19.8%
Risk TierLow RiskLow Risk
Risk Percentile2th6th
Tasks at Risk (>50%)3 / 143 / 15
Median Salary$52,080$60,640
Employment37K287K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Performing for or Working Directly with the Public
Transportation
Equipment MaintenanceAI-Resistant
Handling and Moving Objects
Guiding, Directing, and Motivating Subordinates
Thinking Creatively

Protective Factors

Higher values indicate stronger protection against AI displacement

Farm Equipment Mechanics and Service Technicians

29%

total discount

Bus and Truck Mechanics and Diesel Engine Specialists

29%

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.

Bus and Truck Mechanics and Diesel Engine Specialists

3 of 15 at risk
78%Follow green operational practices involving conservation of water or energy or reduction of solid waste.
62%Inspect and verify dimensions and clearances of parts to ensure conformance to factory specifications.
51%Attach test instruments to equipment, and read dials and gauges to diagnose malfunctions.
47%Inspect, test, and listen to defective equipment to diagnose malfunctions, using test instruments such as handheld computers, motor analyzers, chassis charts, or pressure gauges.
41%Perform routine maintenance such as changing oil, checking batteries, and lubricating equipment and machinery.

Wage Comparison

Bus and Truck Mechanics and Diesel Engine Specialists earns +$8,560(+16%) vs Farm Equipment Mechanics and Service Technicians
Farm Equipment Mechanics and Service TechniciansBus and Truck Mechanics and Diesel Engine Specialists
10th
$36,920$41,670
25th
$45,660$49,240
Median
$52,080$60,640
75th
$63,070$73,690
90th
$76,860$85,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Farm Equipment Mechanics and Service Technicians20282035
Bus and Truck Mechanics and Diesel Engine Specialists20282035
20242030203520402045

Farm Equipment Mechanics and Service Technicians has a longer runway before significant displacement, projected 0 years later than Bus and Truck Mechanics and Diesel Engine Specialists.

Risk-Adjusted Salary

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

Farm Equipment Mechanics and Service Technicians

$43,570

from $52,080

Bus and Truck Mechanics and Diesel Engine Specialists

$48,639

from $60,640

After adjusting for AI risk, Bus and Truck Mechanics and Diesel Engine Specialists offers $5,069 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Farm

0

Unique to Bus

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Creativity
Farm Equipment Mechanics and Service TechniciansBus and Truck Mechanics and Diesel Engine Specialists