AITakeover Tracker
27%medium risk

Municipal Fire Fighting and Prevention Supervisors

Supervise fire fighters who control and extinguish municipal fires, protect life and property, and conduct rescue efforts.

Higher risk than 25% of occupations

AI Impact Summary

Municipal Fire Fighting and Prevention Supervisors faces moderate AI displacement risk with a score of 27/100. This occupation has higher AI displacement risk than 25% of all analyzed occupations. Of 28 analyzed tasks, 6 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)

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.

Mathematics10%

High reliance on Mathematics 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)

Leadership88%

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

Adaptability/Flexibility85%

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

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

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

Social Perceptiveness90%

Social Perceptiveness 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.

Manual Dexterity80%

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

AI-Augmented Skills (7)

MonitoringCritical ThinkingWritingJudgment and Decision MakingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Municipal Fire Fighting and Prevention Supervisors 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

-7.7pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.5pt risk+$5K/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+$6K/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 School1%
High School Diploma34%
Some College16%
Post-Secondary Certificate13%
Associate's Degree23%
Bachelor's Degree12%
Master's Degree1%

Prior Experience Needed

Work experience required to enter this job

None25%
6 months - 1 year24%
1-2 years7%
2-4 years11%
4-6 years4%
6-8 years7%
8-10 years8%
Over 10 years14%

Training Provided After Hiring

How long it typically takes to learn on the job

None8%
1-3 months20%
3-6 months7%
6 months - 1 year17%
1-2 years24%
2-4 years8%
4-6 years10%
6-8 years7%

How AI Impacts Each Task

28 tasks analyzed

Assign firefighters to jobs at strategic locations to facilitate rescue of persons and maximize application of extinguishing agents.

Risk: 15.0%AI: 0EstimatedTime: 6%

Provide emergency medical services as required, and perform light to heavy rescue functions at emergencies.

Risk: 9.0%AI: 0EstimatedTime: 6%

Assess nature and extent of fire, condition of building, danger to adjacent buildings, and water supply status to determine crew or company requirements.

Risk: 35.0%AI: 20EstimatedTime: 6%

Instruct and drill fire department personnel in assigned duties, including firefighting, medical care, hazardous materials response, fire prevention, and related subjects.

Risk: 23.0%AI: 20EstimatedTime: 6%

Evaluate the performance of assigned firefighting personnel.

Risk: 21.0%AI: 15EstimatedTime: 4%

Prepare activity reports listing fire call locations, actions taken, fire types and probable causes, damage estimates, and situation dispositions.

Risk: 86.0%AI: 92EstimatedTime: 5%

Direct the training of firefighters, assigning of instructors to training classes, and providing of supervisors with reports on training progress and status.

Risk: 25.0%AI: 25EstimatedTime: 4%

Attend in-service training classes to remain current in knowledge of codes, laws, ordinances, and regulations.

Risk: 86.0%AI: 92EstimatedTime: 3%

Perform maintenance and minor repairs on firefighting equipment, including vehicles, and write and submit proposals to modify, replace, and repair equipment.

Risk: 47.0%AI: 35EstimatedTime: 4%

Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly.

Risk: 70.0%AI: 52EstimatedTime: 3%

Compile and maintain records on personnel, accidents, equipment, and supplies.

Risk: 86.0%AI: 92EstimatedTime: 4%

Participate in creating fire safety guidelines and evacuation schemes for nonresidential buildings.

Risk: 53.0%AI: 65EstimatedTime: 2%

Maintain required maps and records.

Risk: 86.0%AI: 92EstimatedTime: 3%

Evaluate fire station procedures to ensure efficiency and enforcement of departmental regulations.

Risk: 51.0%AI: 60EstimatedTime: 3%

Direct firefighters in station maintenance duties, and participate in these duties.

Risk: 21.0%AI: 15EstimatedTime: 4%

Recommend personnel actions related to disciplinary procedures, performance, leaves of absence, and grievances.

Risk: 19.0%AI: 10EstimatedTime: 3%

Develop or review building fire exit plans.

Risk: 55.0%AI: 70EstimatedTime: 2%

Study and interpret fire safety codes to establish procedures for issuing permits to handle hazardous or flammable substances.

Risk: 55.0%AI: 70EstimatedTime: 2%

Recommend to proper authorities possible fire code revisions, additions, and deletions.

Risk: 51.0%AI: 60EstimatedTime: 2%

Direct investigation of cases of suspected arson, hazards, and false alarms and submit reports outlining findings.

Risk: 39.0%AI: 30EstimatedTime: 3%

Identify corrective actions needed to bring properties into compliance with applicable fire codes and ordinances and conduct follow-up inspections to see if corrective actions have been taken.

Risk: 43.0%AI: 40EstimatedTime: 3%

Supervise and participate in the inspection of properties to ensure that they are in compliance with applicable fire codes, ordinances, laws, regulations, and standards.

Risk: 19.0%AI: 10EstimatedTime: 4%

Present and interpret fire prevention and fire code information to citizens' groups, organizations, contractors, engineers, and developers.

Risk: 27.0%AI: 30EstimatedTime: 3%

Report and issue citations for fire code violations found during inspections, testifying in court about violations when required.

Risk: 70.0%AI: 52EstimatedTime: 3%

Document efforts taken to bring property owners into compliance with laws, codes, regulations, ordinances, and standards.

Risk: 86.0%AI: 92EstimatedTime: 3%

Oversee review of new building plans to ensure compliance with laws, ordinances, and administrative rules for public fire safety.

Risk: 57.0%AI: 75EstimatedTime: 3%

Conduct fire drills for building occupants and report on the outcomes of such drills.

Risk: 21.0%AI: 15EstimatedTime: 3%

Coordinate the distribution of fire prevention promotional materials.

Risk: 86.0%AI: 92EstimatedTime: 3%

Protective Factors

Total protective discount: 39.7%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityDependabilityStress ToleranceLeadershipAttention to DetailAdaptability/FlexibilityConcern for OthersSelf ControlPersistenceCooperationInitiativeAchievement/Effort

Wage & Employment (2024)

Median Wage

$92,430

per year

Mean Wage

$97,030

per year

Employment

94K

workers

Wage Range

$53,970 - $142,300

10th - 90th pct

Wage Distribution

$53,970Median: $92,430$142,300
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Municipal Fire Fighting and Prevention Supervisors professionals should diversify beyond them.

  • 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.

  • Mathematics

    High reliance on Mathematics 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.

  • Leadership

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

  • Adaptability/Flexibility

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

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

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

  • Social Perceptiveness

    Social Perceptiveness 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.

  • Monitoring

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

  • Critical Thinking

    Critical Thinking 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.

  • 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.

Score History

Risk score over 2 scoring runs

-2.9

overall change

Checking for existing plan...