Takeover Tracker

Side-by-Side Comparison

MetricFarm Equipment Mechanics and Service TechniciansComputer-Controlled Machine Tool Operators, Metal and Plastic
Risk Score16.3%39.9%
Risk TierLow RiskMedium Risk
Risk Percentile2th80th
Tasks at Risk (>50%)3 / 149 / 15
Median Salary$52,080N/A
Employment37KN/A

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Repairing
Controlling Machines and Processes
Extent Flexibility
Mechanical
Equipment MaintenanceAI-Resistant
Customer and Personal Service
MonitoringAI-Augmented
Multilimb Coordination
Repairing and Maintaining Mechanical Equipment
Operation Monitoring
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Farm Equipment Mechanics and Service Technicians

29%

total discount

Computer-Controlled Machine Tool Operators, Metal and Plastic

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.

Computer-Controlled Machine Tool Operators, Metal and Plastic

9 of 15 at risk
88%Calculate machine speed and feed ratios and the size and position of cuts.
86%Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.
86%Insert control instructions into machine control units to start operation.
84%Review program specifications or blueprints to determine and set machine operations and sequencing, finished workpiece dimensions, or numerical control sequences.
84%Monitor machine operation and control panel displays and compare readings to specifications to detect malfunctions.

Wage Comparison

Farm Equipment Mechanics and Service TechniciansComputer-Controlled Machine Tool Operators, Metal and Plastic
10th
$36,920N/A
25th
$45,660N/A
Median
$52,080N/A
75th
$63,070N/A
90th
$76,860N/A

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Farm Equipment Mechanics and Service Technicians: Not yetComputer-Controlled Machine Tool Operators, Metal and Plastic: Not yet