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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Highly Resilient
Last Update: 4/23/2026
Your role’s AI Resilience Score is
80.5%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
AI Resilience Report forFirefighters
Firefighters are much more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
A career as a firefighter is considered "Highly Resilient" to AI disruption because it fundamentally relies on human skills like quick judgment, teamwork, and physical agility, especially during emergency situations. While AI can assist with planning, training, and routine tasks, the crucial decisions and actions in firefighting, such as handling unpredictable fires and rescuing people, require human intuition and coordination that machines can't replicate.
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A career as a firefighter is considered "Highly Resilient" to AI disruption because it fundamentally relies on human skills like quick judgment, teamwork, and physical agility, especially during emergency situations. While AI can assist with planning, training, and routine tasks, the crucial decisions and actions in firefighting, such as handling unpredictable fires and rescuing people, require human intuition and coordination that machines can't replicate.
Read full analysisAnalysis of Current AI Resilience
Firefighters
Updated Quarterly • Last Update: 2/17/2026
How is AI changing Firefighters jobs?
Right now, most firefighting tasks still depend on people, but AI is starting to help with planning and support. For example, California uses AI-powered cameras to scan forests; in one pilot these cameras spotted 40% of wildfires before anyone called 911 [1]. Researchers are also combining terrain, weather and camera data (California already has 1,000+ mountain cameras) to predict where fires might start [2].
In fire stations, some departments are trying AI for routine work: one chief reports using it to automate paperwork and schedules so firefighters have more time for training and outreach [1].
Other tasks see partial AI help. Training drills now often use virtual or augmented reality with AI. For instance, students may wear AR helmets that simulate fires, and AI “knows” if they use the hose correctly (if they aim right, the virtual fire goes out) [3].
Studies show such VR training speeds up firefighters’ situational awareness [4]. In inspections, research teams have built AI tools that scan building blueprints or photos to spot code violations or weak fire exits [4]. Public-education programs are also using data math: experts say AI could analyze community demographics to target fire-prevention messages most effectively [1]. (By contrast, direct contact with dispatchers or handling spilled chemicals is not yet automated – those still rely on human teams and sensors.)
Sources
How fast is AI adoption growing for Firefighters?
Fire departments may adopt AI slowly or quickly depending on costs, benefits and trust. On the upside, many support tools already exist. For example, computer systems can automatically schedule crews or text firefighters about shift openings [2].
With a growing labor shortage, any tech that frees firefighters from paperwork is welcome [1] [1]. AI also promises clear safety gains – NIST and others are even developing AI to monitor heart rates so crews rest before a heart attack [5]. When these benefits outweigh costs, larger or better-funded departments may try AI first.
But caution is high. AI gear (like drones or smart sensors) can be expensive, and department budgets are tight. There’s also a big trust issue: firefighters point out that current AI can make mistakes (“hallucinations”) [1].
Many experts stress that tools like VR/AI should augment training, not replace real drills (you can’t simulate heat or panic yet) [3]. In short, most AI will help with planning and administration at first, while people keep leading emergency work. As one fire chief put it, AI might “free up staff time” for frontline duties, but the human decision‐maker on scene “will always remain important” [1] [1].
Even if AI tools grow faster than expected, firefighters’ judgment and teamwork will stay the heart of the job.
Sources
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More Career Info
Career: Firefighters
They put out fires, rescue people in danger, and ensure everyone stays safe during emergencies.
Parent Careers
Employment & Wage Data
Median Wage
$59,530
Jobs (2024)
344,900
Growth (2024-34)
+3.4%
Annual Openings
27,100
Education
Postsecondary nondegree award
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Rescue victims from burning buildings and accident sites.
2
Dress with equipment such as fire-resistant clothing and breathing apparatus.
3
Move toward the source of a fire, using knowledge of types of fires, construction design, building materials, and physical layout of properties.
4
Take action to contain hazardous chemicals that might catch fire, leak, or spill.
5
Collaborate with other firefighters as a member of a firefighting crew.
6
Patrol burned areas after fires to locate and eliminate hot spots that may restart fires.
7
Maintain knowledge of current firefighting practices by participating in drills and by attending seminars, conventions, and conferences.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
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