Share and intensity of work current AI systems can materially affect.
SOC 11-9161
Emergency Management Directors AI displacement risk
Predictive modeling, damage assessment tools, and AI situation reports accelerate emergency planning. Ordering evacuations, coordinating agencies under chaos, and standing accountable for community safety decisions keep directors human-commanded.
Likely potential for exposed tasks to move to software after workflow integration.
AI forecasting improves warning lead time, which raises — not lowers — the premium on officials who can convert forecasts into evacuations, shelters, and interagency action. Crisis command is the least delegable function in government.
Distribution
Where Emergency Management Directors sits across 620 tracked roles
Displacement pressure 22 — higher than 29% of the 620 occupations tracked on displacement.ai.
Score version
This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-08. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.
23 O*NET task statements matched to SOC 11-9161. The displayed task profile combines these official task statements with the current public score model.
Median wage context: $93,330 (May 2025, US national). The latest BLS row matched SOC 11-9161.
Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.
2030 economic stress test
How Anthropic's scenarios classify Emergency Management Directors
SOC 11-9161 places this role in the paper's cognitive occupation group. These group-level outcomes do not change the 22/100 role score and are not an occupation forecast.
+0.4% group wage
-0.5% cognitive employment since mid-2026; 2.9% cognitive unemployment.
Economy-wide: +1.6% GDP and 3.9% unemployment.
-0.3% group wage
-3.9% cognitive employment since mid-2026; 4.5% cognitive unemployment.
Economy-wide: +8.3% GDP and 4.6% unemployment.
-11.5% group wage
-21.5% cognitive employment since mid-2026; 17.9% cognitive unemployment.
Economy-wide: +32.4% GDP and 11.9% unemployment.
Compare the assumptions and limitations across all three scenarios. Source: The Anthropic Institute Working Paper No. 2026-02.
Official task evidence
O*NET task matches for Emergency Management Directors
The current evidence import matched 23 task statements from Task Statements 31.0 (August 2026). These rows are used as a grounding layer for judging which parts of the occupation are repeatable, language-heavy, analytical, social, physical, or compliance-sensitive.
Dataset31.0 (August 2026)
Matched tasks23
SOC11-9161
- Core task / ID 7263
Consult with officials of local and area governments, schools, hospitals, and other institutions to determine their needs and capabilities in the event of a natural disaster or other emergency.
- Core task / ID 7258
Develop and maintain liaisons with municipalities, county departments, and similar entities to facilitate plan development, response effort coordination, and exchanges of personnel and equipment.
- Core task / ID 7257
Coordinate disaster response or crisis management activities, such as ordering evacuations, opening public shelters, and implementing special needs plans and programs.
- Core task / ID 7260
Prepare emergency situation status reports that describe response and recovery efforts, needs, and preliminary damage assessments.
- Core task / ID 7256
Maintain and update all resource materials associated with emergency preparedness plans.
- Core task / ID 7254
Prepare plans that outline operating procedures to be used in response to disasters or emergencies, such as hurricanes, nuclear accidents, and terrorist attacks, and in recovery from these events.
Source: O*NET Resource Center, Task Statements. Raw import target: data/raw/onet/task-statements-31-0.txt.
Task profile
Where AI changes the work
Prepare emergency response plans
Exposure 52, automation 26%, augmentation 68%.
O*NET evidence: Prepare plans that outline operating procedures to be used in response to disasters or ... (ID 7254)
Coordinate disaster response activities
Exposure 22, automation 6%, augmentation 44%.
O*NET evidence: Coordinate disaster response or crisis management activities, such as ordering evacuati... (ID 7257)
Prepare situation and damage reports
Exposure 62, automation 34%, augmentation 68%.
O*NET evidence: Prepare emergency situation status reports that describe response and recovery efforts,... (ID 7260)
Train officials and the public
Exposure 30, automation 10%, augmentation 52%.
O*NET evidence: Consult with officials of local and area governments, schools, hospitals, and other ins... (ID 7263)
TaskExposureAutomationAugmentation
Prepare emergency response plans5226%68%
Coordinate disaster response activities226%44%
Prepare situation and damage reports6234%68%
Train officials and the public3010%52%
Transition pathways
Adjacent moves that preserve existing skills
credentialed transition
LowDirector of Public Safety
Training horizon: 6-12 months. Skill overlap 64. Wage preservation signal 126.
- Broaden to fire and police oversight
- Lead citywide resilience programs
- Manage public safety budgets
adjacent role
LowFEMA or State Emergency Manager
Training horizon: 3-6 months. Skill overlap 74. Wage preservation signal 110.
- Build federal response experience
- Lead multi-jurisdiction exercises
- Manage recovery funding programs
Comparison guides
Compare the next move before you commit
6-12 months
Emergency Management Directors to Director of Public Safety
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Emergency Management Directors into Director of Public Safety.
3-6 months
Emergency Management Directors to FEMA or State Emergency Manager
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Emergency Management Directors into FEMA or State Emergency Manager.
What the AI risk score means for Emergency Management Directors
The displacement pressure score for Emergency Management Directors is 22. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.
For this role, the clearest risk pattern is visible at the task level. Prepare situation and damage reports carries 34% automation pressure, while Prepare emergency response plans carries 68% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.
Labor-market context and wage risk
Median wage: $93,330 (May 2025, US national). Employment context: Disaster preparedness leadership role with climate-driven demand. Typical education: Bachelor's degree plus emergency response experience.
Wage vulnerability is 28, while transition feasibility is 68. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.
- Low displacement pressure
- Climate disasters expand the field
- Forecast AI strengthens the role
Upskilling priorities
Skills that make this role more resilient
The safest upskilling plan starts with skills already close to the work. For Emergency Management Directors, the strongest near-term skill priorities are listed below. These are useful whether the goal is to stay in the role, move to a redesigned version of the role, or transition into an adjacent occupation.
Crisis command
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Interagency coordination
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Emergency planning
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Predictive tool interpretation
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
90-day transition plan
The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.
- In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
- By 60 days, complete one small project connected to Director of Public Safety, such as broaden to fire and police oversight.
- By 90 days, compare internal openings and external postings for Director of Public Safety or FEMA or State Emergency Manager and update your resume around measurable workflow outcomes.
FAQ
Questions about AI and Emergency Management Directors
Will AI replace Emergency Management Directors?
Predictive modeling, damage assessment tools, and AI situation reports accelerate emergency planning. Ordering evacuations, coordinating agencies under chaos, and standing accountable for community safety decisions keep directors human-commanded. The better planning signal is not full replacement, but which tasks become automated, which tasks become AI-assisted, and which responsibilities still need human judgment.
Which parts of Emergency Management Directors work are most exposed to AI?
Prepare situation and damage reports and Prepare emergency response plans show the strongest automation pressure in this model. Prepare emergency response plans and Prepare situation and damage reports are better treated as AI-augmented work.
What should Emergency Management Directors learn next?
Start with Crisis command, Interagency coordination, Emergency planning. The most practical adjacent paths in this model are Director of Public Safety and FEMA or State Emergency Manager.
How should this score be used?
Use it as a planning signal, not a prediction. Confirm local hiring demand, wages, licensing, credentials, and employer adoption before making a career move.
Sources
Evidence trail
OECD / 11 July 2023OECD Employment Outlook 2023: Artificial Intelligence and the Labour MarketInternational Labour Organization / 20 May 2025Generative AI and Jobs: A Refined Global Index of Occupational ExposureO*NET Resource Center / Database 31.0 (August 2026)Occupation, Task, Skill, and Work-Activity DataUS Bureau of Labor Statistics / May 2025 estimates (released 15 May 2026)Occupational Employment and Wage Statistics