medium risk
Solar Energy Systems Engineersvs
76 shared · 13 different
core competencies
medium risk
Energy AuditorsSide-by-Side Comparison
Energy Auditors leads 3–2| Metric | Solar Energy Systems Engineers | Energy Auditors |
|---|---|---|
| Risk Score | 33.9% | 31.5% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 62th | 48th |
| Tasks at Risk (>50%) | 5 / 13 | 6 / 15 |
| Median Salary | $117,750 | $81,270 |
| Employment | 151K | 1.1M |
Skill Comparison
|
Sorted by largest difference
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Engineering and Technology
Clerical
Performing General Physical Activities
Developing and Building Teams
Coordinating the Work and Activities of Others
Customer and Personal Service
Monitoring and Controlling Resources
Building and Construction
Thinking Creatively
Handling and Moving Objects
Protective Factors
Higher values indicate stronger protection against AI displacement
Solar Energy Systems Engineers
30%
total discount
Energy Auditors
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Solar Energy Systems Engineers
5 of 13 at risk86%Create checklists for review or inspection of completed solar installation projects.
84%Create electrical single-line diagrams, panel schedules, or connection diagrams for solar electric systems, using computer-aided design (CAD) software.
51%Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.
51%Perform computer simulation of solar photovoltaic (PV) generation system performance or energy production to optimize efficiency.
51%Develop standard operation procedures and quality or safety standards for solar installation work.
Energy Auditors
6 of 15 at risk86%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 -$36,480(-31%) vs Solar Energy Systems Engineers
Solar Energy Systems EngineersEnergy Auditors
10th
$62,840$46,230
25th
$85,750$60,820
Median
$117,750$81,270
75th
$152,670$110,030
90th
$183,510$147,830
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Solar Energy Systems Engineers: Not yetEnergy Auditors: Not yet