Side-by-Side Comparison
Cost Estimators leads 4–1| Metric | Logistics Analysts | Cost Estimators |
|---|---|---|
| Risk Score | 40.5% | 37.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 82th | 72th |
| Tasks at Risk (>50%) | 11 / 15 | 8 / 14 |
| Median Salary | $80,880 | $77,070 |
| Employment | 236K | 220K |
Skill Comparison
|
Sorted by largest difference
Transportation
Engineering and Technology
MathematicsAI-Vulnerable
Management of Financial Resources
Developing Objectives and Strategies
Economics and Accounting
Monitor Processes, Materials, or Surroundings
Problem Sensitivity
Number Facility
Documenting/Recording Information
Design
Protective Factors
Higher values indicate stronger protection against AI displacement
Logistics Analysts
30%
total discount
Cost Estimators
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Logistics Analysts
11 of 15 at risk85%Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.
74%Prepare reports on logistics performance measures.
71%Develop or maintain payment systems to ensure accuracy of vendor payments.
69%Maintain databases of logistics information.
69%Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.
Cost Estimators
8 of 14 at risk87%Prepare cost and expenditure statements and other necessary documentation at regular intervals for the duration of the project.
86%Collect historical cost data to estimate costs for current or future products.
84%Prepare estimates for use in selecting vendors or subcontractors.
66%Prepare and maintain a directory of suppliers, contractors and subcontractors.
55%Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.
Wage Comparison
Cost Estimators earns -$3,810(-5%) vs Logistics Analysts
Logistics AnalystsCost Estimators
10th
$49,260$46,330
25th
$62,920$59,830
Median
$80,880$77,070
75th
$104,330$99,630
90th
$132,110$128,640
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Logistics Analysts2028–2035
Cost Estimators2028–2035
20242030203520402045
Cost Estimators has a longer runway before significant displacement, projected 0 years later than Logistics Analysts.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Logistics Analysts
$48,148
from $80,880
Cost Estimators
$48,593
from $77,070
After adjusting for AI risk, Cost Estimators offers $445 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Logistics
0
Unique to Cost
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Fine Manipulation
Social Intelligence
Decision Complexity
Logistics AnalystsCost Estimators