Will AI replace First-Line Supervisors of Firefighting and Prevention Workers?

What this score means

First-Line Supervisors of Firefighting and Prevention Workers leans toward the safer end for Public Sector / Government. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 26 out of 100 it sits close to the Public Sector / Government average of 25. Across the 3 sources behind this baseline, individual estimates run from 15 to 41, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for First-Line Supervisors of Firefighting and Prevention Workers, most central first, showing 12 of 30.

• 01Assign firefighters to jobs at strategic locations to facilitate rescue of persons and maximize application of extinguishing agents.
• 02Provide emergency medical services as required, and perform light to heavy rescue functions at emergencies.
• 03Assess nature and extent of fire, condition of building, danger to adjacent buildings, and water supply status to determine crew or company requirements.
• 04Communicate fire details to superiors, subordinates, or interagency dispatch centers, using two-way radios.
• 05Serve as a working leader of an engine, hand, helicopter, or prescribed fire crew of three or more firefighters.
• 06Instruct and drill fire department personnel in assigned duties, including firefighting, medical care, hazardous materials response, fire prevention, and related subjects.
• 07Maintain fire suppression equipment in good condition, checking equipment periodically to ensure that it is ready for use.
• 08Evaluate the performance of assigned firefighting personnel.
• 09Direct the training of firefighters, assigning of instructors to training classes, and providing of supervisors with reports on training progress and status.
• 10Perform maintenance and minor repairs on firefighting equipment, including vehicles, and write and submit proposals to modify, replace, and repair equipment.
• 11Schedule employee work assignments and set work priorities.
• 12Monitor fire suppression expenditures to ensure that they are necessary and reasonable.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored First-Line Supervisors of Firefighting and Prevention Workers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Battalion Chief · Captain · Chief · Crew Boss · Crew Chief · Damage Prevention Coordinator · Deputy Fire Marshal · District Fire Management Officer and related titles

More public sector / government occupations

• Animal Control Workers18/100
• Bailiffs25/100
• Correctional Officers and Jailers21/100
• Crossing Guards and Flaggers22/100
• Customs and Border Protection Officers31/100
• Detectives and Criminal Investigators27/100
• Fire Inspectors and Investigators28/100
• Firefighters14/100