Takeover Tracker
35%medium risk
Layout Workers, Metal and Plastic
vs

73 shared · 11 different

core competencies

25%medium risk
Solar Photovoltaic Installers

Side-by-Side Comparison

MetricLayout Workers, Metal and PlasticSolar Photovoltaic Installers
Risk Score34.8%25.2%
Risk TierMedium RiskMedium Risk
Risk Percentile66th20th
Tasks at Risk (>50%)5 / 146 / 15
Median Salary$61,870$51,860
Employment6K28K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Performing General Physical Activities
MathematicsAI-Vulnerable
Computers and Electronics
Troubleshooting
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Monitor Processes, Materials, or Surroundings
Mechanical
Communicating with Persons Outside Organization
Communicating with Supervisors, Peers, or Subordinates
Design

Protective Factors

Higher values indicate stronger protection against AI displacement

Layout Workers, Metal and Plastic

28%

total discount

Solar Photovoltaic Installers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Layout Workers, Metal and Plastic

5 of 14 at risk
86%Add dimensional details to blueprints or drawings made by other workers.
84%Plan locations and sequences of cutting, drilling, bending, rolling, punching, and welding operations, using compasses, protractors, dividers, and rules.
84%Compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.
63%Inspect machined parts to verify conformance to specifications.
53%Plan and develop layouts from blueprints and templates, applying knowledge of trigonometry, design, effects of heat, and properties of metals.

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.

Wage Comparison

Solar Photovoltaic Installers earns -$10,010(-16%) vs Layout Workers, Metal and Plastic
Layout Workers, Metal and PlasticSolar Photovoltaic Installers
10th
$40,430$39,070
25th
$51,810$46,040
Median
$61,870$51,860
75th
$76,980$63,020
90th
$93,230$80,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Layout Workers, Metal and Plastic2028–2035
Solar Photovoltaic Installers2028–2035
20242030203520402045

Solar Photovoltaic Installers has a longer runway before significant displacement, projected 0 years later than Layout Workers, Metal and Plastic.

Risk-Adjusted Salary

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

Layout Workers, Metal and Plastic

$40,364

from $61,870

Solar Photovoltaic Installers

$38,791

from $51,860

After adjusting for AI risk, Layout Workers, Metal and Plastic offers $1,573 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Layout

0

Unique to Solar

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Regulatory Barriers
Fine Manipulation
Layout Workers, Metal and PlasticSolar Photovoltaic Installers
Find transitions from Layout Workers, Metal and PlasticFind transitions from Solar Photovoltaic Installers