Takeover Tracker
31%medium risk
Solar Energy Installation Managers
vs

72 shared · 27 different

core competencies

32%medium risk
Wind Energy Operations Managers

Side-by-Side Comparison

MetricSolar Energy Installation ManagersWind Energy Operations Managers
Risk Score31.1%32.5%
Risk TierMedium RiskMedium Risk
Risk Percentile45th53th
Tasks at Risk (>50%)9 / 156 / 15
Median Salary$78,690$136,550
Employment806K631K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Handling and Moving Objects
Design
Clerical
Coordinating the Work and Activities of Others
Sales and Marketing
Staffing Organizational Units
Selling or Influencing Others
Customer and Personal Service
Estimating the Quantifiable Characteristics of Products, Events, or Information
Repairing and Maintaining Mechanical Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Solar Energy Installation Managers

33%

total discount

Wind Energy Operations Managers

33%

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.

Wind Energy Operations Managers

6 of 15 at risk
87%Maintain operations records, such as work orders, site inspection forms, or other documentation.
86%Track and maintain records for wind operations, such as site performance, downtime events, parts usage, or substation events.
86%Monitor and maintain records of daily facility operations.
85%Order parts, tools, or equipment needed to maintain, restore, or improve wind field operations.
53%Estimate costs associated with operations, including repairs or preventive maintenance.

Wage Comparison

Wind Energy Operations Managers earns +$57,860(+74%) vs Solar Energy Installation Managers
Solar Energy Installation ManagersWind Energy Operations Managers
10th
$51,290$68,860
25th
$62,400$100,010
Median
$78,690$136,550
75th
$100,200$179,190
90th
$126,690$227,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Solar Energy Installation Managers2028–2035
Wind Energy Operations Managers2028–2035
20242030203520402045

Solar Energy Installation Managers has a longer runway before significant displacement, projected 0 years later than Wind Energy Operations Managers.

Risk-Adjusted Salary

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

Solar Energy Installation Managers

$54,225

from $78,690

Wind Energy Operations Managers

$92,240

from $136,550

After adjusting for AI risk, Wind Energy Operations Managers offers $38,014 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Solar

0

Unique to Wind

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Social Intelligence
Creativity
Solar Energy Installation ManagersWind Energy Operations Managers
Find transitions from Solar Energy Installation ManagersFind transitions from Wind Energy Operations Managers