Takeover Tracker
31%medium risk
Education Administrators, Elementary and Secondary School
vs

56 shared · 31 different

core competencies

32%medium risk
Logistics Managers

Side-by-Side Comparison

MetricEducation Administrators, Elementary and Secondary SchoolLogistics Managers
Risk Score31.4%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile47th50th
Tasks at Risk (>50%)3 / 156 / 15
Median Salary$104,070$102,010
Employment320K213K

Skill Comparison

|

Sorted by largest difference

Transportation
Education and Training
Assisting and Caring for Others
Performing Administrative Activities
Training and Teaching Others
Learning Strategies
Establishing and Maintaining Interpersonal Relationships
Psychology
InstructingAI-Resistant
Social PerceptivenessAI-Resistant
Personnel and Human Resources
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Education Administrators, Elementary and Secondary School

37%

total discount

Logistics Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Education Administrators, Elementary and Secondary School

3 of 15 at risk
53%Determine the scope of educational program offerings, and prepare drafts of course schedules and descriptions to estimate staffing and facility requirements.
53%Plan and develop instructional methods and content for educational, vocational, or student activity programs.
51%Create school improvement plans by using student performance data.
49%Set educational standards and goals, and help establish policies and procedures to carry them out.
47%Evaluate curricula, teaching methods, and programs to determine their effectiveness, efficiency, and use, and to ensure that school activities comply with federal, state, and local regulations.

Logistics Managers

6 of 15 at risk
84%Monitor product import or export processes to ensure compliance with regulatory or legal requirements.
84%Ensure carrier compliance with company policies or procedures for product transit or delivery.
59%Recommend optimal transportation modes, routing, equipment, or frequency.
55%Establish or monitor specific supply chain-based performance measurement systems.
53%Analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers.

Wage Comparison

Logistics Managers earns -$2,060(-2%) vs Education Administrators, Elementary and Secondary School
Education Administrators, Elementary and Secondary SchoolLogistics Managers
10th
$72,400$61,200
25th
$83,840$78,360
Median
$104,070$102,010
75th
$132,550$136,050
90th
$165,820$180,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Education Administrators, Elementary and Secondary School2028–2035
Logistics Managers2028–2035
20242030203520402045

Education Administrators, Elementary and Secondary School has a longer runway before significant displacement, projected 0 years later than Logistics Managers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Education Administrators, Elementary and Secondary School

$71,402

from $104,070

Logistics Managers

$69,520

from $102,010

After adjusting for AI risk, Education Administrators, Elementary and Secondary School offers $1,883 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Education

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
Education Administrators, Elementary and Secondary SchoolLogistics Managers
Find transitions from Education Administrators, Elementary and Secondary SchoolFind transitions from Logistics Managers