Takeover Tracker
27%medium risk
Municipal Fire Fighting and Prevention Supervisors
vs

64 shared · 58 different

core competencies

31%medium risk
Solar Energy Installation Managers

Side-by-Side Comparison

MetricMunicipal Fire Fighting and Prevention SupervisorsSolar Energy Installation Managers
Risk Score26.8%31.1%
Risk TierMedium RiskMedium Risk
Risk Percentile25th45th
Tasks at Risk (>50%)7 / 159 / 15
Median Salary$92,430$78,690
Employment94K806K

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Performing for or Working Directly with the Public
Public Safety and Security
Operating Vehicles, Mechanized Devices, or Equipment
Design
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Staffing Organizational Units
Engineering and Technology
Guiding, Directing, and Motivating Subordinates
Identifying Objects, Actions, and Events
Repairing and Maintaining Mechanical Equipment
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Municipal Fire Fighting and Prevention Supervisors

40%

total discount

Solar Energy Installation Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Municipal Fire Fighting and Prevention Supervisors

7 of 15 at risk
86%Prepare activity reports listing fire call locations, actions taken, fire types and probable causes, damage estimates, and situation dispositions.
86%Attend in-service training classes to remain current in knowledge of codes, laws, ordinances, and regulations.
86%Compile and maintain records on personnel, accidents, equipment, and supplies.
86%Maintain required maps and records.
70%Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly.

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.

Wage Comparison

Solar Energy Installation Managers earns -$13,740(-15%) vs Municipal Fire Fighting and Prevention Supervisors
Municipal Fire Fighting and Prevention SupervisorsSolar Energy Installation Managers
10th
$53,970$51,290
25th
$72,240$62,400
Median
$92,430$78,690
75th
$115,990$100,200
90th
$142,300$126,690

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Municipal Fire Fighting and Prevention Supervisors2028–2035
Solar Energy Installation Managers2028–2035
20242030203520402045

Municipal Fire Fighting and Prevention Supervisors has a longer runway before significant displacement, projected 0 years later than Solar Energy Installation Managers.

Risk-Adjusted Salary

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

Municipal Fire Fighting and Prevention Supervisors

$67,631

from $92,430

Solar Energy Installation Managers

$54,225

from $78,690

After adjusting for AI risk, Municipal Fire Fighting and Prevention Supervisors offers $13,406 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Municipal

0

Unique to Solar

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Creativity
Municipal Fire Fighting and Prevention SupervisorsSolar Energy Installation Managers
Find transitions from Municipal Fire Fighting and Prevention SupervisorsFind transitions from Solar Energy Installation Managers