Takeover Tracker
25%medium risk
Solar Photovoltaic Installers
vs

65 shared · 9 different

core competencies

20%low risk
Helpers--Electricians

Side-by-Side Comparison

MetricSolar Photovoltaic InstallersHelpers--Electricians
Risk Score25.2%20.4%
Risk TierMedium RiskLow Risk
Risk Percentile20th8th
Tasks at Risk (>50%)6 / 151 / 15
Median Salary$51,860$39,890
Employment28K64K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Resolving Conflicts and Negotiating with Others
Engineering and Technology
Repairing and Maintaining Mechanical Equipment
Manual DexterityAI-Resistant
Analyzing Data or Information
Communicating with Persons Outside Organization
Building and Construction
Installation

Protective Factors

Higher values indicate stronger protection against AI displacement

Solar Photovoltaic Installers

29%

total discount

Helpers--Electricians

25%

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.

Helpers--Electricians

1 of 15 at risk
86%Requisition materials, using warehouse requisition or release forms.
45%Transport tools, materials, equipment, and supplies to work site by hand, handtruck, or heavy, motorized truck.
43%Clean work area and wash parts.
41%Construct controllers and panels, using power drills, drill presses, taps, saws, and punches.
41%Maintain tools, vehicles, and equipment and keep parts and supplies in order.

Wage Comparison

Helpers--Electricians earns -$11,970(-23%) vs Solar Photovoltaic Installers
Solar Photovoltaic InstallersHelpers--Electricians
10th
$39,070$31,200
25th
$46,040$36,400
Median
$51,860$39,890
75th
$63,020$47,520
90th
$80,150$56,770

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Solar Photovoltaic Installers2028–2035
Helpers--Electricians2028–2035
20242030203520402045

Helpers--Electricians 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

Helpers--Electricians

$31,768

from $39,890

After adjusting for AI risk, Solar Photovoltaic Installers offers $7,023 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Solar

0

Unique to Helpers--Electricians

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Fine Manipulation
Solar Photovoltaic InstallersHelpers--Electricians
Find transitions from Solar Photovoltaic InstallersFind transitions from Helpers--Electricians