Firefighter
Fire departments have started deploying robots like the Thermite RS3 and Colossus at real structure fires, but always for the same reason: to go into spaces too hot or unstable for a person to survive, not to replace a crew.
In real usage data, AI shows up in this job about as often as the average occupation: not high, not negligible.
Technical detail
Based on Microsoft's "Working with AI" study of real Copilot conversations mapped to O*NET tasks (arXiv 2507.07935): Firefighters scored 0.070 on AI applicability, within one standard deviation of the cross-occupation mean (0.159, stdev 0.098) across all 785 SOC codes studied — banded here as Medium real-world AI usage relative to other occupations.
What a firefighter actually does
On a given shift, firefighters spend far more time on emergency medical calls than actual fires, since most departments cross-train crews as EMTs or paramedics to respond to falls, chest pain, and traffic collisions. When fires do occur, engine crews advance hose lines to attack the fire while ladder crews force entry, ventilate roofs or windows to release heat and smoke, and search rooms for trapped occupants using thermal imaging cameras and touch in zero-visibility conditions.
Firefighters also handle vehicle extrication with hydraulic cutters and spreaders, hazardous materials containment, water and confined-space rescues, and wildland fire suppression in some regions. Between calls, crews perform equipment checks, hose and apparatus maintenance, station cleaning, physical training, and building pre-plan inspections so they know a structure's layout before an emergency happens there. Firefighters also teach fire-safety classes in schools and conduct commercial fire-code inspections.
The job requires constant readiness to shift from routine tasks to life-threatening situations within seconds of an alarm, and crews depend on tightly coordinated teamwork since one firefighter's actions directly affect the safety of everyone on scene. Entry requires completing a fire academy and maintaining EMT or paramedic certification throughout a career.
Why it reads this way
Fire departments have started deploying robots like the Thermite RS3 and Colossus at real structure fires, but always for the same reason: to go into spaces too hot or unstable for a person to survive, not to replace a crew. LAFD's RS3, in service since 2020, gets used on large commercial fires and structural collapses as one tool among the crew on scene, not a stand-in for one.
Even the newest technology — Aspen Fire's 2026 autonomous aerial suppression aircraft — is built to hit remote wildfire starts in the first minutes before a hand crew can physically get there, with firefighters still deciding what happens next. Every state requires firefighters to personally hold Fire Fighter I/II certification to do interior structural work, a license tied to the individual, not a company.
Add in physical demands like carrying 75+ pounds of gear through cramped, zero-visibility spaces, and this stays a hands-on job robots assist rather than replace.
Skills this role draws on
We don't yet have task-by-task time-share data for this occupation, so we can't show which specific tasks carry the exposure score above. This is the real skill set instead.
Typical salary range (USD)
$38,000–$96,000
Average: $63,630/yr
Range source: BLS Occupational Employment Statistics, May 2024
Average source: BLS Occupational Employment and Wage Statistics, May 2025 (Annual Mean Wage)
Related careers
Head-to-head comparisons
Firefighter is currently assessed as Safe, consistent with its 88/100 structural exposure score. Firefighting robots like the Thermite RS3 and Colossus are real and in service at departments including LAFD, but they're deployed to enter conditions too hot or unstable for a person to survive, not to replace crews, and no department has reported reduced firefighter staffing as a result. Aspen Fire Protection District's 2026 autonomous aerial wildfire-suppression aircraft is a genuine production deployment, but it's single-site, narrowly scoped to hitting remote fire starts before a hand crew can arrive, and doesn't touch the ground-based, EMS-heavy work most firefighters do. Every state requires firefighters to individually hold Fire Fighter I/II certification for interior structural work, and BLS projects roughly average (3%) job growth through 2034 — this is a Medium-confidence read because the strongest new evidence (the Aspen deployment) is only weeks into operation and not yet proven at scale.
This is a researched judgment (checklist v1.2), not a statistical measurement — it sits alongside, not instead of, the structural exposure signal above. Next scheduled review: 2027-02-09.
Sources (17)
- https://www.bls.gov/ooh/protective-service/firefighters.htm
- https://www.onetonline.org/link/summary/33-2011.00
- https://lafd.org/news/lafd-debuts-rs3-first-robotic-firefighting-vehicle-united-states
- https://www.textronsystems.com/our-company/news-events/articles/press-release/howe-howe-completes-first-domestic-sale-thermite-rs3
- https://www.shark-robotics.com/colossus-firefighting-robot/
- https://www.wdam.com/2024/12/11/collins-gets-260k-remote-controlled-firefighting-robot/
- https://www.thedesertreview.com/law/fire-department-introduces-thermite-firefighting-robot-rs3/article_d35d56fa-1f81-11ef-a855-83da777b2b1f.html
- https://www.prnewswire.com/news-releases/seneca-secures-five-year-contract-to-bring-ai-driven-autonomous-aerial-fire-suppression-to-aspen-fire-protection-district-302694423.html
- https://www.militaryaerospace.com/uncrewed/article/55359690/aspen-fire-acquires-autonomous-wildfire-suppression-system-from-seneca
- https://www.aspentimes.com/news/aspen-fire-protection-district-considering-ai-powered-drones-to-fight-wildfire/
- https://verticalmag.com/features/automatic-response-drones-autonomy-in-aerial-firefighting/
- https://www.pano.ai/
- https://www.kpbs.org/news/science-technology/2026/05/05/states-across-the-wildfire-prone-western-us-are-using-ai-for-early-detection
- https://www.firerescue1.com/firefighter-training/articles/firefighter-training-and-certifications-understanding-the-many-levels-bEikHYpeVviOiKWy/
- https://getlicensemap.com/firefighter
- https://www.iaff.org/cpat/
- https://www.nfpa.org/education-and-research/research/nfpa-research/fire-statistical-reports/us-fire-department-profile
Data sources & methodology
Salary data: BLS Occupational Employment Statistics, May 2024. Min/max figures represent the 10th–90th percentile annual wage range across the United States. Average figure sourced separately: BLS Occupational Employment and Wage Statistics, May 2025 (Annual Mean Wage).
Automation Risk Score: Based on O*NET occupational analysis (33-2011.01) evaluating task complexity, physical requirements, social intelligence, and environmental variability. Methodology based on research from Frey & Osborne (Oxford, 2017).
Growth projections: 3% (2024-2034), based on BLS Occupational Outlook Handbook.