Solar Photovoltaic Installers vs Insulation Workers, Mechanical AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Solar Photovoltaic Installers

65 shared · 12 different

core competencies

low risk

Insulation Workers, Mechanical

Side-by-Side Comparison

Insulation Workers, Mechanical leads 5–0

Metric	Solar Photovoltaic Installers	Insulation Workers, Mechanical
Risk Score	25.2%	18.5%
Risk Tier	Medium Risk	Low Risk
Risk Percentile	20th	4th
Tasks at Risk (>50%)	6 / 15	3 / 13
Median Salary	$51,860	$57,250
Employment	28K	26K

Skill Comparison

Sorted by largest difference

Updating and Using Relevant Knowledge

Mechanical

Engineering and Technology

Monitor Processes, Materials, or Surroundings

Troubleshooting

Processing Information

Establishing and Maintaining Interpersonal Relationships

Performing General Physical Activities

Visualization

Handling and Moving Objects

Production and Processing

Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Solar Photovoltaic Installers

29%

total discount

Insulation Workers, Mechanical

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Solar Photovoltaic Installers

6 of 15 at risk

86%Examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit.

86%Visually inspect and test photovoltaic (PV) modules or systems.

84%Program, adjust, or configure inverters and controls for desired set points and operating modes.

74%Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers.

55%Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.

Insulation Workers, Mechanical

3 of 13 at risk

85%Select appropriate insulation, such as fiberglass, Styrofoam, or cork, based on the heat retaining or excluding characteristics of the material.

77%Determine the amounts and types of insulation needed, and methods of installation, based on factors such as location, surface shape, and equipment use.

60%Read blueprints and specifications to determine job requirements.

45%Move controls, buttons, or levers to start blowers, and to regulate flow of materials through nozzles.

41%Prepare surfaces for insulation application by brushing or spreading on adhesives, cement, or asphalt, or by attaching metal pins to surfaces.

Wage Comparison

Insulation Workers, Mechanical earns +$5,390(+10%) vs Solar Photovoltaic Installers

Solar Photovoltaic InstallersInsulation Workers, Mechanical

10th

$39,070$39,450

25th

$46,040$47,480

Median

$51,860$57,250

75th

$63,020$75,300

90th

$80,150$94,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Solar Photovoltaic Installers2028–2035

Insulation Workers, Mechanical2028–2035

20242030203520402045

Insulation Workers, Mechanical has a longer runway before significant displacement, projected 0 years later than Solar Photovoltaic Installers.

Risk-Adjusted Salary

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

Solar Photovoltaic Installers

$38,791

from $51,860

Insulation Workers, Mechanical

$46,676

from $57,250

After adjusting for AI risk, Insulation Workers, Mechanical offers $7,885 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Solar

Unique to Insulation

Combined Protection Strategy

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

Decision Complexity

Creativity

Social Intelligence

Regulatory Barriers

Solar Photovoltaic InstallersInsulation Workers, Mechanical

Find transitions from Solar Photovoltaic Installers Find transitions from Insulation Workers, Mechanical