Takeover Tracker

vs

59 shared · 8 different

core competencies

Side-by-Side Comparison

MetricMaintenance and Repair Workers, GeneralMaintenance Workers, Machinery
Risk Score23.9%29.7%
Risk TierLow RiskMedium Risk
Risk Percentile16th37th
Tasks at Risk (>50%)4 / 1510 / 15
Median Salary$48,620$60,500
Employment1.5M57K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Repairing and Maintaining Mechanical Equipment
Customer and Personal Service
Mechanical
Design
Thinking Creatively
Communicating with Supervisors, Peers, or Subordinates
Information OrderingAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Maintenance and Repair Workers, General

26%

total discount

Maintenance Workers, Machinery

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Maintenance and Repair Workers, General

4 of 15 at risk
86%Order parts, supplies, or equipment from catalogs or suppliers.
58%Test and treat water supply.
55%Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.
53%Plan and lay out repair work, using diagrams, drawings, blueprints, maintenance manuals, or schematic diagrams.
41%Inspect, operate, or test machinery or equipment to diagnose machine malfunctions.

Maintenance Workers, Machinery

10 of 15 at risk
88%Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.
86%Read work orders and specifications to determine machines and equipment requiring repair or maintenance.
86%Record production, repair, and machine maintenance information.
61%Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.
57%Set up and operate machines, and adjust controls to regulate operations.

Wage Comparison

Maintenance Workers, Machinery earns +$11,880(+24%) vs Maintenance and Repair Workers, General
Maintenance and Repair Workers, GeneralMaintenance Workers, Machinery
10th
$33,860$40,080
25th
$39,050$48,600
Median
$48,620$60,500
75th
$61,710$72,260
90th
$76,110$83,560

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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