Takeover Tracker
27%medium risk
Natural Sciences Managers
vs

47 shared · 29 different

core competencies

40%medium risk
Logistics Analysts

Side-by-Side Comparison

MetricNatural Sciences ManagersLogistics Analysts
Risk Score27.3%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile26th82th
Tasks at Risk (>50%)3 / 1511 / 15
Median Salary$161,180$80,880
Employment101K236K

Skill Comparison

|

Sorted by largest difference

Transportation
Management of Personnel Resources
Speech Clarity
Operations Analysis
Written Expression
Updating and Using Relevant Knowledge
WritingAI-Augmented
Active Listening
Oral Comprehension
Speaking
Written Comprehension
Time Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Natural Sciences Managers

32%

total discount

Logistics Analysts

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Natural Sciences Managers

3 of 15 at risk
84%Prepare and administer budgets, approve and review expenditures, and prepare financial reports.
53%Conduct own research in field of expertise.
52%Prepare project proposals.
49%Design or coordinate successive phases of problem analysis, solution proposals, or testing.
47%Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.

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 -$80,300(-50%) vs Natural Sciences Managers
Natural Sciences ManagersLogistics Analysts
10th
$79,830$49,260
25th
$114,110$62,920
Median
$161,180$80,880
75th
$214,820$104,330
90th
$239,200$132,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Natural Sciences Managers2028–2035
Logistics Analysts2028–2035
20242030203520402045

Natural Sciences 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%)

Natural Sciences Managers

$117,258

from $161,180

Logistics Analysts

$48,148

from $80,880

After adjusting for AI risk, Natural Sciences Managers offers $69,111 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Natural

0

Unique to Logistics

Combined Protection Strategy

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

Social Intelligence
Creativity
Decision Complexity
Regulatory Barriers
Natural Sciences ManagersLogistics Analysts
Find transitions from Natural Sciences ManagersFind transitions from Logistics Analysts