Takeover Tracker
28%medium risk
Emergency Management Directors
vs

68 shared · 20 different

core competencies

31%medium risk
Training and Development Managers

Side-by-Side Comparison

MetricEmergency Management DirectorsTraining and Development Managers
Risk Score28.2%30.6%
Risk TierMedium RiskMedium Risk
Risk Percentile30th42th
Tasks at Risk (>50%)7 / 155 / 12
Median Salary$86,130$127,090
Employment13K45K

Skill Comparison

|

Sorted by largest difference

Public Safety and Security
Performing for or Working Directly with the Public
Education and Training
Communicating with Persons Outside Organization
Law and Government
Learning Strategies
Training and Teaching Others
Complex Problem SolvingAI-Resistant
Making Decisions and Solving Problems
Service OrientationAI-Resistant
Management of Financial Resources
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Emergency Management Directors

37%

total discount

Training and Development Managers

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Emergency Management Directors

7 of 15 at risk
86%Keep informed of federal, state, and local regulations affecting emergency plans and ensure that plans adhere to these regulations.
84%Apply for federal funding for emergency-management-related needs and administer and report on the progress of such grants.
55%Prepare emergency situation status reports that describe response and recovery efforts, needs, and preliminary damage assessments.
53%Keep informed of activities or changes that could affect the likelihood of an emergency, as well as those that could affect response efforts and details of plan implementation.
53%Review emergency plans of individual organizations, such as medical facilities, to ensure their adequacy.

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 +$40,960(+48%) vs Emergency Management Directors
Emergency Management DirectorsTraining and Development Managers
10th
$51,260$75,810
25th
$64,470$96,110
Median
$86,130$127,090
75th
$119,690$169,310
90th
$160,420$219,990

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Emergency Management Directors2028–2035
Training and Development Managers2028–2035
20242030203520402045

Emergency Management Directors has a longer runway before significant displacement, projected 0 years later than Training and Development Managers.

Risk-Adjusted Salary

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

Emergency Management Directors

$61,824

from $86,130

Training and Development Managers

$88,150

from $127,090

After adjusting for AI risk, Training and Development Managers offers $26,326 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Emergency

0

Unique to Training

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Creativity
Emergency Management DirectorsTraining and Development Managers
Find transitions from Emergency Management DirectorsFind transitions from Training and Development Managers