Takeover Tracker
vs

66 shared · 31 different

core competencies

Side-by-Side Comparison

MetricRefrigeration Mechanics and InstallersWeatherization Installers and Technicians
Risk Score16.4%24.2%
Risk TierLow RiskLow Risk
Risk Percentile2th17th
Tasks at Risk (>50%)2 / 154 / 15
Median Salary$59,810N/A
Employment397KN/A

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Mechanical
Repairing and Maintaining Mechanical Equipment
Physics
Equipment MaintenanceAI-Resistant
Troubleshooting
Repairing
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Hearing Sensitivity
Equipment Selection
Installation
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Refrigeration Mechanics and Installers

31%

total discount

Weatherization Installers and Technicians

29%

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.

Weatherization Installers and Technicians

4 of 15 at risk
88%Contact residents or building owners to schedule appointments.
86%Maintain activity logs, financial transaction logs, or other records of weatherization work performed.
86%Prepare or assist in the preparation of bids, contracts, or written reports related to weatherization work.
86%Prepare cost estimates or specifications for rehabilitation or weatherization services.
49%Determine amount of air leakage in buildings using a blower door machine.

Wage Comparison

Refrigeration Mechanics and InstallersWeatherization Installers and Technicians
10th
$39,130N/A
25th
$47,850N/A
Median
$59,810N/A
75th
$74,820N/A
90th
$91,020N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Refrigeration Mechanics and Installers20282035
Weatherization Installers and Technicians20282035
20242030203520402045

Refrigeration Mechanics and Installers has a longer runway before significant displacement, projected 0 years later than Weatherization Installers and Technicians.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Refrigeration

0

Unique to Weatherization

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Decision Complexity
Regulatory Barriers
Social Intelligence
Refrigeration Mechanics and InstallersWeatherization Installers and Technicians