How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Prepare emergency situation status reports that describe response and recovery efforts, needs, and preliminary damage assessments.74
- Develop instructional materials for the public and make presentations to citizens' groups to provide information on emergency plans and their implementation processes.73
- Review emergency plans of individual organizations, such as medical facilities, to ensure their adequacy.73
- Develop and maintain liaisons with municipalities, county departments, and similar entities to facilitate plan development, response effort coordination, and exchanges of personnel and equipment.72
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Prepare emergency situation status reports that describe response and recovery efforts, needs, and preliminary damage assessments.01
- Develop and maintain liaisons with municipalities, county departments, and similar entities to facilitate plan development, response effort coordination, and exchanges of personnel and equipment.02
- Keep informed of activities or changes that could affect the likelihood of an emergency, response efforts, or plan implementation.03
- 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.04
- Maintain and update all resource materials associated with emergency preparedness plans.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Security Managers
Closely related work
Compare these careers →Medical and Health Services Managers
Closely related work
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Related work
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Related work
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Related work
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Shares some work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
