Takeover Tracker
16%low risk
Refrigeration Mechanics and Installers
vs

77 shared · 20 different

core competencies

40%medium risk
Manufacturing Production Technicians

Side-by-Side Comparison

MetricRefrigeration Mechanics and InstallersManufacturing Production Technicians
Risk Score16.4%40.5%
Risk TierLow RiskMedium Risk
Risk Percentile2th82th
Tasks at Risk (>50%)2 / 1510 / 15
Median Salary$59,810$77,390
Employment397K64K

Skill Comparison

|

Sorted by largest difference

Interacting With Computers
Repairing and Maintaining Electronic Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Customer and Personal Service
Performing General Physical Activities
Installation
Building and Construction
Production and Processing
Extent Flexibility
Communicating with Persons Outside Organization
Static Strength
Physics

Protective Factors

Higher values indicate stronger protection against AI displacement

Refrigeration Mechanics and Installers

31%

total discount

Manufacturing Production Technicians

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.

Manufacturing Production Technicians

10 of 15 at risk
86%Plan and lay out work to meet production and schedule requirements.
82%Select cleaning materials, tools, or equipment.
78%Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
65%Inspect finished products for quality and adherence to customer specifications.
61%Test products or subassemblies for functionality or quality.

Wage Comparison

Manufacturing Production Technicians earns +$17,580(+29%) vs Refrigeration Mechanics and Installers
Refrigeration Mechanics and InstallersManufacturing Production Technicians
10th
$39,130$47,010
25th
$47,850$59,700
Median
$59,810$77,390
75th
$74,820$97,760
90th
$91,020$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Refrigeration Mechanics and Installers2028–2035
Manufacturing Production Technicians2028–2035
20242030203520402045

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

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Refrigeration Mechanics and Installers

$50,025

from $59,810

Manufacturing Production Technicians

$46,063

from $77,390

After adjusting for AI risk, Refrigeration Mechanics and Installers offers $3,963 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Refrigeration

0

Unique to Manufacturing

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Creativity
Refrigeration Mechanics and InstallersManufacturing Production Technicians
Find transitions from Refrigeration Mechanics and InstallersFind transitions from Manufacturing Production Technicians