Side-by-Side Comparison
Cost Estimators leads 4–1| Metric | Cost Estimators | Logistics Analysts |
|---|---|---|
| Risk Score | 37.0% | 40.5% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 72th | 82th |
| Tasks at Risk (>50%) | 8 / 14 | 11 / 15 |
| Median Salary | $77,070 | $80,880 |
| Employment | 220K | 236K |
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
Cost Estimators
29%
total discount
Logistics Analysts
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
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.
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.
Wage Comparison
Logistics Analysts earns +$3,810(+5%) vs Cost Estimators
Cost EstimatorsLogistics Analysts
10th
$46,330$49,260
25th
$59,830$62,920
Median
$77,070$80,880
75th
$99,630$104,330
90th
$128,640$132,110
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Cost Estimators2028–2035
Logistics Analysts2028–2035
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%)
Cost Estimators
$48,593
from $77,070
Logistics Analysts
$48,148
from $80,880
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 Cost
0
Unique to Logistics
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Creativity
Fine Manipulation
Social Intelligence
Decision Complexity
Cost EstimatorsLogistics Analysts