medium risk
Industrial Engineersvs
71 shared · 10 different
core competencies
medium risk
Solar Energy Systems EngineersSide-by-Side Comparison
Solar Energy Systems Engineers leads 5–0| Metric | Industrial Engineers | Solar Energy Systems Engineers |
|---|---|---|
| Risk Score | 35.9% | 33.9% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 68th | 62th |
| Tasks at Risk (>50%) | 9 / 15 | 5 / 13 |
| Median Salary | $101,140 | $117,750 |
| Employment | 350K | 151K |
Skill Comparison
|
Sorted by largest difference
Building and Construction
Controlling Machines and Processes
Monitor Processes, Materials, or Surroundings
Mechanical
Organizing, Planning, and Prioritizing Work
Identifying Objects, Actions, and Events
Establishing and Maintaining Interpersonal Relationships
Processing Information
Communicating with Supervisors, Peers, or Subordinates
Education and Training
Protective Factors
Higher values indicate stronger protection against AI displacement
Industrial Engineers
31%
total discount
Solar Energy Systems Engineers
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Industrial Engineers
9 of 15 at risk87%Complete production reports, purchase orders, and material, tool, and equipment lists.
85%Regulate and alter workflow schedules according to established manufacturing sequences and lead times to expedite production operations.
85%Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.
55%Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.
53%Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.
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 +$16,610(+16%) vs Industrial Engineers
Industrial EngineersSolar Energy Systems Engineers
10th
$70,000$62,840
25th
$81,910$85,750
Median
$101,140$117,750
75th
$127,480$152,670
90th
$157,140$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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