Takeover Tracker
28%medium risk
Emergency Management Directors
vs

60 shared · 34 different

core competencies

28%medium risk
Transportation Managers

Side-by-Side Comparison

MetricEmergency Management DirectorsTransportation Managers
Risk Score28.2%27.9%
Risk TierMedium RiskMedium Risk
Risk Percentile30th29th
Tasks at Risk (>50%)7 / 156 / 15
Median Salary$86,130$102,010
Employment13K213K

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Service OrientationAI-Resistant
Developing Objectives and Strategies
Provide Consultation and Advice to Others
Complex Problem SolvingAI-Resistant
Transportation
Communications and Media
Public Safety and Security
Performing for or Working Directly with the Public
Education and Training
Law and Government
Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Emergency Management Directors

37%

total discount

Transportation Managers

33%

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.

Transportation Managers

6 of 15 at risk
86%Monitor spending to ensure that expenses are consistent with approved budgets.
80%Implement schedule or policy changes for transportation services.
59%Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.
51%Direct activities related to dispatching, routing, or tracking transportation vehicles, such as aircraft or railroad cars.
51%Prepare management recommendations, such as proposed fee and tariff increases or schedule changes.

Wage Comparison

Transportation Managers earns +$15,880(+18%) vs Emergency Management Directors
Emergency Management DirectorsTransportation Managers
10th
$51,260$61,200
25th
$64,470$78,360
Median
$86,130$102,010
75th
$119,690$136,050
90th
$160,420$180,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Emergency Management Directors2028–2035
Transportation Managers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Emergency Management Directors

$61,824

from $86,130

Transportation Managers

$73,600

from $102,010

After adjusting for AI risk, Transportation Managers offers $11,776 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Emergency

0

Unique to Transportation

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Decision Complexity
Emergency Management DirectorsTransportation Managers
Find transitions from Emergency Management DirectorsFind transitions from Transportation Managers