Takeover Tracker
28%medium risk
Emergency Management Directors
vs

46 shared · 47 different

core competencies

28%medium risk
General and Operations Managers

Side-by-Side Comparison

MetricEmergency Management DirectorsGeneral and Operations Managers
Risk Score28.2%28.0%
Risk TierMedium RiskMedium Risk
Risk Percentile30th29th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$86,130$102,950
Employment13K3.6M

Skill Comparison

|

Sorted by largest difference

Public Safety and Security
Communicating with Persons Outside Organization
Service OrientationAI-Resistant
Establishing and Maintaining Interpersonal Relationships
Complex Problem SolvingAI-Resistant
Developing Objectives and Strategies
Developing and Building Teams
Communicating with Supervisors, Peers, or Subordinates
Education and Training
Making Decisions and Solving Problems
Law and Government
Communications and Media

Protective Factors

Higher values indicate stronger protection against AI displacement

Emergency Management Directors

37%

total discount

General and Operations 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.

General and Operations Managers

5 of 15 at risk
86%Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations.
85%Prepare staff work schedules and assign specific duties.
71%Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.
53%Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.
51%Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.

Wage Comparison

General and Operations Managers earns +$16,820(+20%) vs Emergency Management Directors
Emergency Management DirectorsGeneral and Operations Managers
10th
$51,260$47,420
25th
$64,470$67,160
Median
$86,130$102,950
75th
$119,690$164,130
90th
$160,420$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Emergency Management Directors2028–2035
General and Operations Managers2028–2035
20242030203520402045

General and Operations 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

General and Operations Managers

$74,155

from $102,950

After adjusting for AI risk, General and Operations Managers offers $12,331 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Emergency

0

Unique to General

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Decision Complexity
Fine Manipulation
Emergency Management DirectorsGeneral and Operations Managers
Find transitions from Emergency Management DirectorsFind transitions from General and Operations Managers