Takeover Tracker
20%low risk
Bus and Truck Mechanics and Diesel Engine Specialists
vs

57 shared · 17 different

core competencies

20%low risk
Motorcycle Mechanics

Side-by-Side Comparison

MetricBus and Truck Mechanics and Diesel Engine SpecialistsMotorcycle Mechanics
Risk Score19.8%20.3%
Risk TierLow RiskLow Risk
Risk Percentile6th7th
Tasks at Risk (>50%)3 / 152 / 13
Median Salary$60,640$47,200
Employment287K14K

Skill Comparison

|

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards
Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material
Guiding, Directing, and Motivating Subordinates
Engineering and Technology
Organizing, Planning, and Prioritizing Work
Getting Information
Communicating with Supervisors, Peers, or Subordinates
Documenting/Recording Information
Computers and Electronics
Visual Color Discrimination
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Bus and Truck Mechanics and Diesel Engine Specialists

29%

total discount

Motorcycle Mechanics

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Motorcycle Mechanics

2 of 13 at risk
78%Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.
55%Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.
49%Mount, balance, change, or check condition or pressure of tires.
47%Install motorcycle accessories.
41%Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.

Wage Comparison

Motorcycle Mechanics earns -$13,440(-22%) vs Bus and Truck Mechanics and Diesel Engine Specialists
Bus and Truck Mechanics and Diesel Engine SpecialistsMotorcycle Mechanics
10th
$41,670$31,770
25th
$49,240$38,270
Median
$60,640$47,200
75th
$73,690$58,880
90th
$85,980$70,210

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bus and Truck Mechanics and Diesel Engine Specialists2028–2035
Motorcycle Mechanics2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Bus and Truck Mechanics and Diesel Engine Specialists

$48,639

from $60,640

Motorcycle Mechanics

$37,614

from $47,200

After adjusting for AI risk, Bus and Truck Mechanics and Diesel Engine Specialists offers $11,026 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Bus

0

Unique to Motorcycle

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Fine Manipulation
Bus and Truck Mechanics and Diesel Engine SpecialistsMotorcycle Mechanics
Find transitions from Bus and Truck Mechanics and Diesel Engine SpecialistsFind transitions from Motorcycle Mechanics