medium risk
Logistics Engineers
SOC: 13-1081.01
vs
56 shared · 31 different
core competencies
Not scored
Solar Energy Systems Engineers
SOC: 17-2199.11
Side-by-Side Comparison
| Metric | Logistics Engineers | Solar Energy Systems Engineers |
|---|---|---|
| Risk Score | 40.4% | N/A |
| Risk Tier | Medium Risk | N/A |
| Displacement Timeline | 2038-2046 | N/A |
| Tasks at Risk (>50%) | 12 / 15 | 0 / 13 |
| Median Salary | N/A | $117,750 |
| Employment | N/A | 151K |
Skill Comparison
|
Sorted by largest difference
Building and Construction
Processing Information
Interpreting the Meaning of Information for Others
Documenting/Recording Information
Systems Evaluation
Operations Analysis
Systems AnalysisAI-Augmented
Analyzing Data or Information
English Language
Telecommunications
Management of Personnel Resources
Developing and Building Teams
Protective Factors
Higher values indicate stronger protection against AI displacement
Logistics Engineers
27%
total discount
Solar Energy Systems Engineers
N/A
total discount
Wage Comparison
Logistics EngineersSolar Energy Systems Engineers
10th
N/A$62,840
25th
N/A$85,750
Median
N/A$117,750
75th
N/A$152,670
90th
N/A$183,510