Takeover Tracker

vs

60 shared · 31 different

core competencies

Side-by-Side Comparison

MetricRefrigeration Mechanics and InstallersMaintenance Workers, Machinery
Risk Score16.4%29.7%
Risk TierLow RiskMedium Risk
Risk Percentile2th37th
Tasks at Risk (>50%)2 / 1510 / 15
Median Salary$59,810$60,500
Employment397K57K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Updating and Using Relevant Knowledge
Communicating with Persons Outside Organization
Interpreting the Meaning of Information for Others
Installation
Repairing and Maintaining Electronic Equipment
Physics
Evaluating Information to Determine Compliance with Standards
Computers and Electronics
Clerical
Guiding, Directing, and Motivating Subordinates
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Refrigeration Mechanics and Installers

31%

total discount

Maintenance Workers, Machinery

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Refrigeration Mechanics and Installers

2 of 15 at risk
87%Keep records of repairs and replacements made and causes of malfunctions.
87%Schedule work with customers and initiate work orders, house requisitions, and orders from stock.
37%Observe and test system operation, using gauges and instruments.
21%Supervise and instruct assistants.
13%Estimate, order, pick up, deliver, and install materials and supplies needed to maintain equipment in good working condition.

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 +$690(+1%) vs Refrigeration Mechanics and Installers
Refrigeration Mechanics and InstallersMaintenance Workers, Machinery
10th
$39,130$40,080
25th
$47,850$48,600
Median
$59,810$60,500
75th
$74,820$72,260
90th
$91,020$83,560

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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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