Takeover Tracker

vs

58 shared · 11 different

core competencies

Side-by-Side Comparison

MetricHelpers--Installation, Maintenance, and Repair WorkersMaintenance and Repair Workers, General
Risk Score26.2%23.9%
Risk TierMedium RiskLow Risk
Risk Percentile22th16th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$38,860$48,620
Employment98K1.5M

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Communicating with Supervisors, Peers, or Subordinates
Updating and Using Relevant Knowledge
Repairing
Public Safety and Security
Equipment MaintenanceAI-Resistant
Building and Construction
Information OrderingAI-Vulnerable
Installation
Customer and Personal Service
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Installation, Maintenance, and Repair Workers

25%

total discount

Maintenance and Repair Workers, General

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Installation, Maintenance, and Repair Workers

4 of 15 at risk
86%Order new parts to maintain inventory.
63%Tend and observe equipment and machinery to verify efficient and safe operation.
53%Apply protective materials to equipment, components, and parts to prevent defects and corrosion.
51%Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.
49%Diagnose electrical problems and install and rewire electrical components.

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.

Wage Comparison

Maintenance and Repair Workers, General earns +$9,760(+25%) vs Helpers--Installation, Maintenance, and Repair Workers
Helpers--Installation, Maintenance, and Repair WorkersMaintenance and Repair Workers, General
10th
$28,770$33,860
25th
$33,760$39,050
Median
$38,860$48,620
75th
$46,600$61,710
90th
$54,650$76,110

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Head-to-head task automation timeline
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Combined protective factor strategy
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