Job Check
First-Line Supervisors of Firefighting and Prevention Workers
Directly supervise and coordinate activities of workers engaged in firefighting and fire prevention and control.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Provide emergency medical services as required, and perform light to heavy rescue functions at emergencies.Mostly human for now
- 02Maintain fire suppression equipment in good condition, checking equipment periodically to ensure that it is ready for use.Mostly human for now
- 03Assign firefighters to jobs at strategic locations to facilitate rescue of persons and maximize application of extinguishing agents.Mostly human for now
- 04Communicate fire details to superiors, subordinates, or interagency dispatch centers, using two-way radios.AI could speed this up a lot
- 05Serve as a working leader of an engine, hand, helicopter, or prescribed fire crew of three or more firefighters.Mostly human for now
- 06Evaluate size, location, and condition of fires.AI could speed this up, with extra tools
- 07Instruct and drill fire department personnel in assigned duties, including firefighting, medical care, hazardous materials response, fire prevention, and related subjects.Mostly human for now
- 08Recruit or hire firefighting personnel.AI could speed this up, with extra tools
- 09Assess nature and extent of fire, condition of building, danger to adjacent buildings, and water supply status to determine crew or company requirements.AI could speed this up, with extra tools
- 10Monitor fire suppression expenditures to ensure that they are necessary and reasonable.AI could speed this up, with extra tools
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job lossToo little dataNot enough work use was seen to measure. This does not mean the job is safe from AI.Anthropic, 2026
42%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 1% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Above 52% of jobsin how much of this job’s physical work robots have been shown to do, from factories to homes (2026).Anthropic, 2026
Your human edge
The main tasks with no real AI use seen and no big speed-up expected. This is where your skill counts most today.
- Provide emergency medical services as required, and perform light to heavy rescue functions at emergencies.
- Maintain fire suppression equipment in good condition, checking equipment periodically to ensure that it is ready for use.
- Assign firefighters to jobs at strategic locations to facilitate rescue of persons and maximize application of extinguishing agents.