Takeover Tracker
31%medium risk
Solar Energy Installation Managers
vs

50 shared · 47 different

core competencies

35%medium risk
Layout Workers, Metal and Plastic

Side-by-Side Comparison

MetricSolar Energy Installation ManagersLayout Workers, Metal and Plastic
Risk Score31.1%34.8%
Risk TierMedium RiskMedium Risk
Risk Percentile45th66th
Tasks at Risk (>50%)9 / 155 / 14
Median Salary$78,690$61,870
Employment806K6K

Skill Comparison

|

Sorted by largest difference

Coordinating the Work and Activities of Others
Customer and Personal Service
Organizing, Planning, and Prioritizing Work
Documenting/Recording Information
Resolving Conflicts and Negotiating with Others
PersuasionAI-Resistant
Interacting With Computers
Developing and Building Teams
Time Management
Controlling Machines and Processes
Written Expression
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Solar Energy Installation Managers

33%

total discount

Layout Workers, Metal and Plastic

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Solar Energy Installation Managers

9 of 15 at risk
87%Prepare solar installation project proposals, quotes, budgets, or schedules.
86%Estimate materials, equipment, and personnel needed for residential or commercial solar installation projects.
85%Purchase or rent equipment for solar energy system installation.
84%Coordinate or schedule building inspections for solar installation projects.
55%Assess system performance or functionality at the system, subsystem, and component levels.

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.

Wage Comparison

Layout Workers, Metal and Plastic earns -$16,820(-21%) vs Solar Energy Installation Managers
Solar Energy Installation ManagersLayout Workers, Metal and Plastic
10th
$51,290$40,430
25th
$62,400$51,810
Median
$78,690$61,870
75th
$100,200$76,980
90th
$126,690$93,230

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Solar Energy Installation Managers2028–2035
Layout Workers, Metal and Plastic2028–2035
20242030203520402045

Solar Energy Installation Managers 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%)

Solar Energy Installation Managers

$54,225

from $78,690

Layout Workers, Metal and Plastic

$40,364

from $61,870

After adjusting for AI risk, Solar Energy Installation Managers offers $13,861 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Solar

0

Unique to Layout

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Creativity
Decision Complexity
Solar Energy Installation ManagersLayout Workers, Metal and Plastic
Find transitions from Solar Energy Installation ManagersFind transitions from Layout Workers, Metal and Plastic