AITakeover Tracker
18%low risk

Municipal Firefighters

Control and extinguish municipal fires, protect life and property and conduct rescue efforts.

Higher risk than 3% of occupations

AI Impact Summary

Municipal Firefighters faces low AI displacement risk with a score of 18/100. This occupation has higher AI displacement risk than 3% of all analyzed occupations. Of 28 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Municipal Firefighters skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-5.3pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4.1pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School8%
High School Diploma32%
Some College27%
Post-Secondary Certificate21%
Associate's Degree8%
Bachelor's Degree1%
Level 104%

Prior Experience Needed

Work experience required to enter this job

None34%
Up to 1 month2%
3-6 months8%
6 months - 1 year14%
1-2 years15%
2-4 years23%
6-8 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None9%
1-3 months1%
3-6 months12%
6 months - 1 year31%
1-2 years24%
2-4 years11%
6-8 years12%

How AI Impacts Each Task

28 tasks analyzed

Search burning buildings to locate fire victims.

Risk: 11.0%AI: 5EstimatedTime: 2%

Rescue victims from burning buildings, accident sites, and water hazards.

Risk: 9.0%AI: 0EstimatedTime: 2%

Administer first aid and cardiopulmonary resuscitation to injured persons.

Risk: 9.0%AI: 0EstimatedTime: 4%

Dress with equipment such as fire-resistant clothing and breathing apparatus.

Risk: 33.0%AI: 0EstimatedTime: 2%

Assess fires and situations and report conditions to superiors to receive instructions, using two-way radios.

Risk: 39.0%AI: 30EstimatedTime: 3%

Move toward the source of a fire, using knowledge of types of fires, construction design, building materials, and physical layout of properties.

Risk: 31.0%AI: 10EstimatedTime: 2%

Respond to fire alarms and other calls for assistance, such as automobile and industrial accidents.

Risk: 9.0%AI: 0EstimatedTime: 5%

Create openings in buildings for ventilation or entrance, using axes, chisels, crowbars, electric saws, or core cutters.

Risk: 9.0%AI: 0EstimatedTime: 2%

Drive and operate fire fighting vehicles and equipment.

Risk: 17.0%AI: 20EstimatedTime: 4%

Inspect fire sites after flames have been extinguished to ensure that there is no further danger.

Risk: 39.0%AI: 30EstimatedTime: 2%

Take action to contain hazardous chemicals that might catch fire, leak, or spill.

Risk: 9.0%AI: 0EstimatedTime: 2%

Position and climb ladders to gain access to upper levels of buildings, or to rescue individuals from burning structures.

Risk: 9.0%AI: 0EstimatedTime: 2%

Lay hose lines and connect them to water supplies.

Risk: 9.0%AI: 0EstimatedTime: 3%

Select and attach hose nozzles, depending on fire type, and direct streams of water or chemicals onto fires.

Risk: 9.0%AI: 0EstimatedTime: 2%

Operate pumps connected to high-pressure hoses.

Risk: 41.0%AI: 20EstimatedTime: 3%

Spray foam onto runways, extinguish fires, and rescue aircraft crew and passengers in air-crash emergencies.

Risk: 9.0%AI: 0EstimatedTime: 2%

Collaborate with police to respond to accidents, disasters, and arson investigation calls.

Risk: 19.0%AI: 10EstimatedTime: 2%

Participate in fire drills and demonstrations of fire fighting techniques.

Risk: 9.0%AI: 0EstimatedTime: 5%

Prepare written reports that detail specifics of fire incidents.

Risk: 86.0%AI: 92EstimatedTime: 5%

Participate in physical training activities to maintain a high level of physical fitness.

Risk: 33.0%AI: 0EstimatedTime: 10%

Protect property from water and smoke, using waterproof salvage covers, smoke ejectors, and deodorants.

Risk: 9.0%AI: 0EstimatedTime: 2%

Inform and educate the public on fire prevention.

Risk: 31.0%AI: 40EstimatedTime: 3%

Salvage property by removing broken glass, pumping out water, and ventilating buildings to remove smoke.

Risk: 9.0%AI: 0EstimatedTime: 2%

Clean and maintain fire stations and fire fighting equipment and apparatus.

Risk: 41.0%AI: 20EstimatedTime: 12%

Inspect buildings for fire hazards and compliance with fire prevention ordinances, testing and checking smoke alarms and fire suppression equipment as necessary.

Risk: 69.2%AI: 50EstimatedTime: 4%

Participate in courses, seminars and conferences, and study fire science literature, to learn firefighting techniques.

Risk: 49.2%AI: 0EstimatedTime: 5%

Establish firelines to prevent unauthorized persons from entering areas near fires.

Risk: 9.0%AI: 0EstimatedTime: 2%

Administer first aid and cardiopulmonary resuscitation to injured persons or provide emergency medical care such as basic or advanced life support.

Risk: 9.0%AI: 0EstimatedTime: 6%

Protective Factors

Total protective discount: 36.7%

Essential Soft Skills

Traits that are hard for AI to replicate

Stress ToleranceDependabilitySelf ControlIntegrityAttention to DetailConcern for OthersCooperationAdaptability/FlexibilityLeadershipInitiativePersistenceSocial Orientation

Wage & Employment (2024)

Median Wage

$59,530

per year

Mean Wage

$63,890

per year

Employment

332K

workers

Wage Range

$34,490 - $101,330

10th - 90th pct

Wage Distribution

$34,490Median: $59,530$101,330
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Municipal Firefighters professionals should diversify beyond them.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+1.9

overall change

Checking for existing plan...