Takeover Tracker
31%medium risk
Solar Energy Installation Managers
vs

71 shared · 29 different

core competencies

31%medium risk
Energy Auditors

Side-by-Side Comparison

MetricSolar Energy Installation ManagersEnergy Auditors
Risk Score31.1%31.5%
Risk TierMedium RiskMedium Risk
Risk Percentile45th48th
Tasks at Risk (>50%)9 / 156 / 15
Median Salary$78,690$81,270
Employment806K1.1M

Skill Comparison

|

Sorted by largest difference

Coordinating the Work and Activities of Others
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Developing and Building Teams
Communicating with Supervisors, Peers, or Subordinates
Organizing, Planning, and Prioritizing Work
Resolving Conflicts and Negotiating with Others
Judging the Qualities of Things, Services, or People
Guiding, Directing, and Motivating Subordinates
Establishing and Maintaining Interpersonal Relationships
Coaching and Developing Others
Estimating the Quantifiable Characteristics of Products, Events, or Information
Physics

Protective Factors

Higher values indicate stronger protection against AI displacement

Solar Energy Installation Managers

33%

total discount

Energy Auditors

30%

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.

Energy Auditors

6 of 15 at risk
86%Prepare audit reports containing energy analysis results or recommendations for energy cost savings.
85%Prepare job specification sheets for home energy improvements, such as attic insulation, window retrofits, or heating system upgrades.
74%Calculate potential for energy savings.
72%Quantify energy consumption to establish baselines for energy use or need.
51%Identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.

Wage Comparison

Energy Auditors earns +$2,580(+3%) vs Solar Energy Installation Managers
Solar Energy Installation ManagersEnergy Auditors
10th
$51,290$46,230
25th
$62,400$60,820
Median
$78,690$81,270
75th
$100,200$110,030
90th
$126,690$147,830

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Solar Energy Installation Managers2028–2035
Energy Auditors2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Solar Energy Installation Managers

$54,225

from $78,690

Energy Auditors

$55,702

from $81,270

After adjusting for AI risk, Energy Auditors offers $1,477 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Solar

0

Unique to Energy

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Creativity
Decision Complexity
Solar Energy Installation ManagersEnergy Auditors
Find transitions from Solar Energy Installation ManagersFind transitions from Energy Auditors