medium risk
Energy Engineersvs
67 shared · 19 different
core competencies
medium risk
Materials EngineersSide-by-Side Comparison
Energy Engineers leads 4–1| Metric | Energy Engineers | Materials Engineers |
|---|---|---|
| Risk Score | 29.6% | 31.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 36th | 49th |
| Tasks at Risk (>50%) | 7 / 15 | 6 / 15 |
| Median Salary | $117,750 | $108,310 |
| Employment | 151K | 23K |
Skill Comparison
|
Sorted by largest difference
Chemistry
Building and Construction
Physics
Customer and Personal Service
Economics and Accounting
Identifying Objects, Actions, and Events
Monitor Processes, Materials, or Surroundings
Computers and Electronics
Selling or Influencing Others
Inspecting Equipment, Structures, or Material
Coaching and Developing Others
Establishing and Maintaining Interpersonal Relationships
Protective Factors
Higher values indicate stronger protection against AI displacement
Energy Engineers
31%
total discount
Materials Engineers
31%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Energy Engineers
7 of 15 at risk88%Verify energy bills and meter readings.
86%Prepare energy-related project reports or related documentation.
52%Monitor and analyze energy consumption.
51%Identify and recommend energy savings strategies to achieve more energy-efficient operation.
51%Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.
Materials Engineers
6 of 15 at risk86%Perform managerial functions, such as preparing proposals and budgets, analyzing labor costs, and writing reports.
84%Monitor material performance and evaluate material deterioration.
76%Conduct or supervise tests on raw materials or finished products to ensure their quality.
53%Review new product plans and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.
51%Evaluate technical specifications and economic factors relating to process or product design objectives.
Wage Comparison
Materials Engineers earns -$9,440(-8%) vs Energy Engineers
Energy EngineersMaterials Engineers
10th
$62,840$68,040
25th
$85,750$85,820
Median
$117,750$108,310
75th
$152,670$138,370
90th
$183,510$172,000
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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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