Takeover Tracker
25%medium risk
Solar Photovoltaic Installers
vs

61 shared · 16 different

core competencies

21%low risk
Construction Carpenters

Side-by-Side Comparison

MetricSolar Photovoltaic InstallersConstruction Carpenters
Risk Score25.2%20.8%
Risk TierMedium RiskLow Risk
Risk Percentile20th8th
Tasks at Risk (>50%)6 / 157 / 15
Median Salary$51,860$59,310
Employment28K698K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Public Safety and Security
MathematicsAI-Vulnerable
Updating and Using Relevant Knowledge
Training and Teaching Others
Thinking Creatively
Identifying Objects, Actions, and Events
Processing Information
Performing General Physical Activities
Handling and Moving Objects
Performing for or Working Directly with the Public
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Solar Photovoltaic Installers

29%

total discount

Construction Carpenters

28%

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.

Construction Carpenters

7 of 15 at risk
88%Maintain records, document actions, and present written progress reports.
86%Select and order lumber or other required materials.
70%Verify trueness of structure, using plumb bob and level.
66%Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
55%Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

Wage Comparison

Construction Carpenters earns +$7,450(+14%) vs Solar Photovoltaic Installers
Solar Photovoltaic InstallersConstruction Carpenters
10th
$39,070$38,760
25th
$46,040$47,550
Median
$51,860$59,310
75th
$63,020$75,620
90th
$80,150$98,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Solar Photovoltaic Installers2028–2035
Construction Carpenters2028–2035
20242030203520402045

Construction Carpenters 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

Construction Carpenters

$46,956

from $59,310

After adjusting for AI risk, Construction Carpenters offers $8,164 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Solar

0

Unique to Construction

Combined Protection Strategy

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

Decision Complexity
Creativity
Social Intelligence
Fine Manipulation
Solar Photovoltaic InstallersConstruction Carpenters
Find transitions from Solar Photovoltaic InstallersFind transitions from Construction Carpenters