AITakeover Tracker
24%low risk

Fire Investigators

Conduct investigations to determine causes of fires and explosions.

Higher risk than 18% of occupations

AI Impact Summary

Fire Investigators faces low AI displacement risk with a score of 24/100. This occupation has higher AI displacement risk than 18% of all analyzed occupations. Of 14 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)

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.

Mathematics10%

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

Memorization5%

Memorization 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.

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.

Instructing75%

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

Persuasion80%

Persuasion 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)

Critical ThinkingWritingJudgment and Decision MakingMonitoringActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Fire Investigators 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

-7.6pt risk+$4K/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

-5.6pt 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

-4.2pt risk+$5K/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

High School Diploma20%
Some College20%
Post-Secondary Certificate48%
Associate's Degree8%
Bachelor's Degree3%
Master's Degree1%

Prior Experience Needed

Work experience required to enter this job

None15%
1-3 months16%
3-6 months17%
1-2 years30%
2-4 years4%
4-6 years9%
6-8 years5%
Over 10 years3%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month16%
1-3 months15%
3-6 months41%
6 months - 1 year20%
1-2 years8%
2-4 years1%

How AI Impacts Each Task

14 tasks analyzed

Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.

Risk: 85.2%AI: 90EstimatedTime: 15%

Testify in court cases involving fires, suspected arson, and false alarms.

Risk: 17.0%AI: 5EstimatedTime: 5%

Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them.

Risk: 39.0%AI: 15EstimatedTime: 5%

Analyze evidence and other information to determine probable cause of fire or explosion.

Risk: 49.0%AI: 55EstimatedTime: 15%

Subpoena and interview witnesses, property owners, and building occupants to obtain information and sworn testimony.

Risk: 21.0%AI: 15EstimatedTime: 10%

Photograph damage and evidence related to causes of fires or explosions to document investigation findings.

Risk: 49.0%AI: 40EstimatedTime: 5%

Examine fire sites and collect evidence such as glass, metal fragments, charred wood, and accelerant residue for use in determining the cause of a fire.

Risk: 11.0%AI: 5EstimatedTime: 15%

Instruct children about the dangers of fire.

Risk: 27.0%AI: 30EstimatedTime: 2%

Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.

Risk: 47.0%AI: 50EstimatedTime: 5%

Test sites and materials to establish facts, such as burn patterns and flash points of materials, using test equipment.

Risk: 39.0%AI: 30EstimatedTime: 10%

Coordinate efforts with other organizations, such as law enforcement agencies.

Risk: 27.0%AI: 30EstimatedTime: 5%

Dust evidence or portions of fire scenes for latent fingerprints.

Risk: 37.0%AI: 10EstimatedTime: 3%

Teach fire investigation techniques to other firefighter personnel.

Risk: 29.0%AI: 35EstimatedTime: 3%

Swear out warrants, and arrest and process suspected arsonists.

Risk: 15.0%AI: 0EstimatedTime: 2%

Protective Factors

Total protective discount: 38.4%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAdaptability/FlexibilityCooperationConcern for OthersAttention to DetailDependabilityLeadershipAnalytical ThinkingInitiativeStress TolerancePersistenceSelf Control

Wage & Employment (2024)

Median Wage

$78,060

per year

Mean Wage

$87,440

per year

Employment

14K

workers

Wage Range

$47,580 - $149,870

10th - 90th pct

Wage Distribution

$47,580Median: $78,060$149,870
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Fire Investigators 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.

  • Mathematics

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

  • Memorization

    Memorization 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.

  • 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.

  • 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.

  • Monitoring

    Monitoring 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

+2.1

overall change

Checking for existing plan...