Takeover Tracker
34%medium risk
Storage and Distribution Managers
vs

65 shared · 23 different

core competencies

40%medium risk
Logistics Analysts

Side-by-Side Comparison

MetricStorage and Distribution ManagersLogistics Analysts
Risk Score34.0%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile62th82th
Tasks at Risk (>50%)8 / 1511 / 15
Median Salary$102,010$80,880
Employment213K236K

Skill Comparison

|

Sorted by largest difference

Personnel and Human Resources
Analyzing Data or Information
Clerical
Sales and Marketing
Inspecting Equipment, Structures, or Material
Resolving Conflicts and Negotiating with Others
Transportation
Guiding, Directing, and Motivating Subordinates
Customer and Personal Service
Management of Personnel Resources
Staffing Organizational Units
Selling or Influencing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Storage and Distribution Managers

33%

total discount

Logistics Analysts

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Storage and Distribution Managers

8 of 15 at risk
88%Monitor inventory levels of products or materials in warehouses.
88%Issue shipping instructions and provide routing information to ensure that delivery times and locations are coordinated.
86%Review invoices, work orders, consumption reports, or demand forecasts to estimate peak delivery periods and to issue work assignments.
78%Examine products or materials to estimate quantities or weight and type of container required for storage or transport.
65%Track and trace goods while they are en route to their destinations, expediting orders when necessary.

Logistics Analysts

11 of 15 at risk
85%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 -$21,130(-21%) vs Storage and Distribution Managers
Storage and Distribution ManagersLogistics Analysts
10th
$61,200$49,260
25th
$78,360$62,920
Median
$102,010$80,880
75th
$136,050$104,330
90th
$180,590$132,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Storage and Distribution Managers2028–2035
Logistics Analysts2028–2035
20242030203520402045

Storage and Distribution Managers 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%)

Storage and Distribution Managers

$67,296

from $102,010

Logistics Analysts

$48,148

from $80,880

After adjusting for AI risk, Storage and Distribution Managers offers $19,148 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Storage

0

Unique to Logistics

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Social Intelligence
Decision Complexity
Regulatory Barriers
Storage and Distribution ManagersLogistics Analysts
Find transitions from Storage and Distribution ManagersFind transitions from Logistics Analysts