medium risk
Mechanical Engineersvs
57 shared · 28 different
core competencies
medium risk
Solar Energy Systems EngineersSide-by-Side Comparison
Mechanical Engineers leads 3–1| Metric | Mechanical Engineers | Solar Energy Systems Engineers |
|---|---|---|
| Risk Score | 30.3% | 33.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 41th | 62th |
| Tasks at Risk (>50%) | 5 / 15 | 5 / 13 |
| Median Salary | $102,320 | $117,750 |
| Employment | 287K | 151K |
Skill Comparison
|
Sorted by largest difference
Operations Analysis
Mechanical
Building and Construction
MathematicsAI-Vulnerable
Physics
Engineering and Technology
Evaluating Information to Determine Compliance with Standards
Technology DesignAI-Augmented
Design
Processing Information
Chemistry
MathematicsAI-Vulnerable
Protective Factors
Higher values indicate stronger protection against AI displacement
Mechanical Engineers
31%
total discount
Solar Energy Systems Engineers
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Mechanical Engineers
5 of 15 at risk55%Recommend design modifications to eliminate machine or system malfunctions.
53%Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.
51%Recommend the use of utility or energy services that minimize carbon footprints.
51%Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.
51%Evaluate mechanical designs or prototypes for energy performance or environmental impact.
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.
Wage Comparison
Solar Energy Systems Engineers earns +$15,430(+15%) vs Mechanical Engineers
Mechanical EngineersSolar Energy Systems Engineers
10th
$68,740$62,840
25th
$81,800$85,750
Median
$102,320$117,750
75th
$130,290$152,670
90th
$161,240$183,510
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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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