Takeover Tracker
30%medium risk
Management Analysts
vs

55 shared · 27 different

core competencies

28%medium risk
Education Administrators, Postsecondary

Side-by-Side Comparison

MetricManagement AnalystsEducation Administrators, Postsecondary
Risk Score29.8%27.9%
Risk TierMedium RiskMedium Risk
Risk Percentile38th29th
Tasks at Risk (>50%)6 / 115 / 15
Median Salary$101,190$103,960
Employment894K176K

Skill Comparison

|

Sorted by largest difference

Provide Consultation and Advice to Others
Sales and Marketing
Sociology and Anthropology
Performing Administrative Activities
Analyzing Data or Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Time Management
Processing Information
Management of Personnel Resources
Selling or Influencing Others
Getting Information
InstructingAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Management Analysts

33%

total discount

Education Administrators, Postsecondary

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Management Analysts

6 of 11 at risk
82%Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.
69%Gather and organize information on problems or procedures.
53%Recommend purchase of storage equipment and design area layout to locate equipment in space available.
53%Analyze data gathered and develop solutions or alternative methods of proceeding.
53%Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.

Education Administrators, Postsecondary

5 of 15 at risk
85%Determine course schedules, and coordinate teaching assignments and room assignments to ensure optimum use of buildings and equipment.
55%Plan, administer, and control budgets, maintain financial records, and produce financial reports.
55%Formulate strategic plans for the institution.
54%Develop curricula, and recommend curricula revisions and additions.
53%Design or use assessments to monitor student learning outcomes.

Wage Comparison

Education Administrators, Postsecondary earns +$2,770(+3%) vs Management Analysts
Management AnalystsEducation Administrators, Postsecondary
10th
$59,720$63,820
25th
$76,770$79,880
Median
$101,190$103,960
75th
$133,140$140,940
90th
$174,140$212,420

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Management Analysts2028–2035
Education Administrators, Postsecondary2028–2035
20242030203520402045

Education Administrators, Postsecondary has a longer runway before significant displacement, projected 0 years later than Management Analysts.

Risk-Adjusted Salary

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

Management Analysts

$71,076

from $101,190

Education Administrators, Postsecondary

$74,976

from $103,960

After adjusting for AI risk, Education Administrators, Postsecondary offers $3,900 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Management

0

Unique to Education

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Fine Manipulation
Management AnalystsEducation Administrators, Postsecondary
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