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

65 shared · 12 different

core competencies

38%medium risk
Pourers and Casters, Metal

Side-by-Side Comparison

MetricBus and Truck Mechanics and Diesel Engine SpecialistsPourers and Casters, Metal
Risk Score19.8%37.7%
Risk TierLow RiskMedium Risk
Risk Percentile6th74th
Tasks at Risk (>50%)3 / 155 / 15
Median Salary$60,640$48,940
Employment287K6K

Skill Comparison

|

Sorted by largest difference

Mechanical
Transportation
Repairing and Maintaining Mechanical Equipment
Engineering and Technology
Repairing
Hearing Sensitivity
Controlling Machines and Processes
Troubleshooting
Updating and Using Relevant Knowledge
Extent Flexibility
Equipment Selection
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Bus and Truck Mechanics and Diesel Engine Specialists

29%

total discount

Pourers and Casters, Metal

27%

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.

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Wage Comparison

Pourers and Casters, Metal earns -$11,700(-19%) vs Bus and Truck Mechanics and Diesel Engine Specialists
Bus and Truck Mechanics and Diesel Engine SpecialistsPourers and Casters, Metal
10th
$41,670$37,250
25th
$49,240$41,410
Median
$60,640$48,940
75th
$73,690$59,850
90th
$85,980$68,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bus and Truck Mechanics and Diesel Engine Specialists2028–2035
Pourers and Casters, Metal2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Bus and Truck Mechanics and Diesel Engine Specialists

$48,639

from $60,640

Pourers and Casters, Metal

$30,475

from $48,940

After adjusting for AI risk, Bus and Truck Mechanics and Diesel Engine Specialists offers $18,164 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Bus

0

Unique to Pourers

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Fine Manipulation
Social Intelligence
Bus and Truck Mechanics and Diesel Engine SpecialistsPourers and Casters, Metal
Find transitions from Bus and Truck Mechanics and Diesel Engine SpecialistsFind transitions from Pourers and Casters, Metal