Takeover Tracker

vs

70 shared · 21 different

core competencies

Side-by-Side Comparison

MetricMedical Equipment RepairersAutomotive Engineering Technicians
Risk Score26.1%29.7%
Risk TierMedium RiskMedium Risk
Risk Percentile22th37th
Tasks at Risk (>50%)4 / 156 / 15
Median Salary$62,630$68,730
Employment61K37K

Skill Comparison

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Sorted by largest difference

MathematicsAI-Vulnerable
Engineering and Technology
Operating Vehicles, Mechanized Devices, or Equipment
Physics
Evaluating Information to Determine Compliance with Standards
Equipment MaintenanceAI-Resistant
Identifying Objects, Actions, and Events
Troubleshooting
Assisting and Caring for Others
Repairing
Repairing and Maintaining Electronic Equipment
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Equipment Repairers

30%

total discount

Automotive Engineering Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Medical Equipment Repairers

4 of 15 at risk
87%Keep records of maintenance, repair, and required updates of equipment.
86%Research catalogs or repair part lists to locate sources for repair parts, requisitioning parts and recording their receipt.
51%Contribute expertise to develop medical maintenance standard operating procedures.
50%Evaluate technical specifications to identify equipment or systems best suited for intended use and possible purchase, based on specifications, user needs, or technical requirements.
47%Perform preventive maintenance or service, such as cleaning, lubricating, or adjusting equipment.

Automotive Engineering Technicians

6 of 15 at risk
86%Order new test equipment, supplies, or replacement parts.
85%Monitor computer-controlled test equipment, according to written or verbal instructions.
69%Read and interpret blueprints, schematics, work specifications, drawings, or charts.
63%Document test results, using cameras, spreadsheets, documents, or other tools.
53%Perform or execute manual or automated tests of automotive system or component performance, efficiency, or durability.

Wage Comparison

Automotive Engineering Technicians earns +$6,100(+10%) vs Medical Equipment Repairers
Medical Equipment RepairersAutomotive Engineering Technicians
10th
$39,060$46,940
25th
$48,100$57,330
Median
$62,630$68,730
75th
$79,440$82,980
90th
$99,290$100,890

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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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