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

70 shared · 18 different

core competencies

31%medium risk
Training and Development Managers

Side-by-Side Comparison

MetricEducation Administrators, Elementary and Secondary SchoolTraining and Development Managers
Risk Score31.4%30.6%
Risk TierMedium RiskMedium Risk
Risk Percentile47th42th
Tasks at Risk (>50%)3 / 155 / 12
Median Salary$104,070$127,090
Employment320K45K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Assisting and Caring for Others
Performing Administrative Activities
Law and Government
Education and Training
Training and Teaching Others
Public Safety and Security
Communications and Media
Making Decisions and Solving Problems
Staffing Organizational Units
MathematicsAI-Vulnerable
Oral Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Education Administrators, Elementary and Secondary School

37%

total discount

Training and Development Managers

34%

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.

Training and Development Managers

5 of 12 at risk
86%Review and evaluate training and apprenticeship programs for compliance with government standards.
84%Coordinate established courses with technical and professional courses provided by community schools and designate training procedures.
52%Develop and organize training manuals, multimedia visual aids, and other educational materials.
51%Develop testing and evaluation procedures.
51%Analyze training needs to develop new training programs or modify and improve existing programs.

Wage Comparison

Training and Development Managers earns +$23,020(+22%) vs Education Administrators, Elementary and Secondary School
Education Administrators, Elementary and Secondary SchoolTraining and Development Managers
10th
$72,400$75,810
25th
$83,840$96,110
Median
$104,070$127,090
75th
$132,550$169,310
90th
$165,820$219,990

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Education Administrators, Elementary and Secondary School2028–2035
Training and Development Managers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Education Administrators, Elementary and Secondary School

$71,402

from $104,070

Training and Development Managers

$88,150

from $127,090

After adjusting for AI risk, Training and Development Managers offers $16,747 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Education

0

Unique to Training

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Fine Manipulation
Education Administrators, Elementary and Secondary SchoolTraining and Development Managers
Find transitions from Education Administrators, Elementary and Secondary SchoolFind transitions from Training and Development Managers