Takeover Tracker
31%medium risk
Solar Energy Installation Managers
vs

73 shared · 22 different

core competencies

42%medium risk
Industrial Engineering Technologists

Side-by-Side Comparison

MetricSolar Energy Installation ManagersIndustrial Engineering Technologists
Risk Score31.1%41.7%
Risk TierMedium RiskMedium Risk
Risk Percentile45th85th
Tasks at Risk (>50%)9 / 1510 / 15
Median Salary$78,690$77,390
Employment806K64K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Performing General Physical Activities
Handling and Moving Objects
Customer and Personal Service
Organizing, Planning, and Prioritizing Work
Production and Processing
Coordinating the Work and Activities of Others
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Estimating the Quantifiable Characteristics of Products, Events, or Information
Updating and Using Relevant Knowledge
Inspecting Equipment, Structures, or Material
Time Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Solar Energy Installation Managers

33%

total discount

Industrial Engineering Technologists

29%

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.

Industrial Engineering Technologists

10 of 15 at risk
84%Compile operational data to develop cost or time estimates, schedules, or specifications.
84%Collect and analyze data related to quality or industrial health and safety programs.
78%Oversee or inspect production processes.
68%Analyze, estimate, or report production costs.
64%Interpret engineering drawings, sketches, or diagrams.

Wage Comparison

Industrial Engineering Technologists earns -$1,300(-2%) vs Solar Energy Installation Managers
Solar Energy Installation ManagersIndustrial Engineering Technologists
10th
$51,290$47,010
25th
$62,400$59,700
Median
$78,690$77,390
75th
$100,200$97,760
90th
$126,690$114,630

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Solar Energy Installation Managers2028–2035
Industrial Engineering Technologists2028–2035
20242030203520402045

Solar Energy Installation Managers has a longer runway before significant displacement, projected 0 years later than Industrial Engineering Technologists.

Risk-Adjusted Salary

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

Solar Energy Installation Managers

$54,225

from $78,690

Industrial Engineering Technologists

$45,126

from $77,390

After adjusting for AI risk, Solar Energy Installation Managers offers $9,099 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Solar

0

Unique to Industrial

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Regulatory Barriers
Creativity
Solar Energy Installation ManagersIndustrial Engineering Technologists
Find transitions from Solar Energy Installation ManagersFind transitions from Industrial Engineering Technologists