Honest assessment of AI's impact on this career
Firefighting is physically dangerous and demands real-time human courage and judgment. This career is essentially immune to AI disruption.
With a risk score of 1/10, firefighter is one of the safest careers in the age of AI. The core of this work — entering burning buildings — requires uniquely human capabilities that AI cannot replicate. AI tools will make firefighters more efficient, not obsolete.