Takeover Tracker

vs

80 shared · 22 different

core competencies

Side-by-Side Comparison

MetricRefrigeration Mechanics and InstallersMedical Equipment Repairers
Risk Score16.4%26.1%
Risk TierLow RiskMedium Risk
Risk Percentile2th22th
Tasks at Risk (>50%)2 / 154 / 15
Median Salary$59,810$62,630
Employment397K61K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Operating Vehicles, Mechanized Devices, or Equipment
Building and Construction
Interacting With Computers
MathematicsAI-Vulnerable
Physics
Static Strength
Performing for or Working Directly with the Public
Evaluating Information to Determine Compliance with Standards
Education and Training
Extent Flexibility
Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Refrigeration Mechanics and Installers

31%

total discount

Medical Equipment Repairers

30%

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.

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.

Wage Comparison

Medical Equipment Repairers earns +$2,820(+5%) vs Refrigeration Mechanics and Installers
Refrigeration Mechanics and InstallersMedical Equipment Repairers
10th
$39,130$39,060
25th
$47,850$48,100
Median
$59,810$62,630
75th
$74,820$79,440
90th
$91,020$99,290

Unlock the Complete Head-to-Head Analysis

Subscribe to both occupations to unlock exclusive comparison data you can't get anywhere else.

Head-to-head task automation timeline
"Which is right for me?" personalized recommendation
Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
PDF export of full comparison
Refrigeration Mechanics and Installers: Not yetMedical Equipment Repairers: Not yet