Side-by-Side Comparison
| Metric | Logistics Engineers | Biofuels/Biodiesel Technology and Product Development Managers |
|---|---|---|
| Risk Score | 40.4% | 34.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Displacement Timeline | 2038-2046 | 2041-2051 |
| Tasks at Risk (>50%) | 12 / 15 | 7 / 15 |
| Median Salary | N/A | $167,740 |
| Employment | N/A | 210K |
Skill Comparison
|
Sorted by largest difference
Chemistry
Controlling Machines and Processes
Design
Transportation
Education and Training
Monitor Processes, Materials, or Surroundings
Operations Analysis
Customer and Personal Service
MathematicsAI-Vulnerable
Judging the Qualities of Things, Services, or People
Identifying Objects, Actions, and Events
Processing Information
Protective Factors
Higher values indicate stronger protection against AI displacement
Logistics Engineers
27%
total discount
Biofuels/Biodiesel Technology and Product Development Managers
26%
total discount
Wage Comparison
Logistics EngineersBiofuels/Biodiesel Technology and Product Development Managers
10th
N/A$111,450
25th
N/A$134,930
Median
N/A$167,740
75th
N/A$207,210
90th
N/AN/A