AITakeover Tracker
28%medium risk

Fire-Prevention and Protection Engineers

Research causes of fires, determine fire protection methods, and design or recommend materials or equipment such as structural components or fire-detection equipment to assist organizations in safeguarding life and property against fire, explosion, and related hazards.

Higher risk than 31% of occupations

AI Impact Summary

Fire-Prevention and Protection Engineers faces moderate AI displacement risk with a score of 28/100. This occupation has higher AI displacement risk than 31% 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)

Mathematics10%

High reliance on Mathematics 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.

Information Ordering5%

High reliance on Information Ordering 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)

Complex Problem Solving75%

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

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.

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.

Persuasion80%

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

Social Perceptiveness90%

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

AI-Augmented Skills (7)

Critical ThinkingActive LearningSystems AnalysisJudgment and Decision MakingWritingMonitoringTechnology Design

Recommended Courses

Courses matched to Fire-Prevention and Protection Engineers 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

-7.4pt risk+$6K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courseraintermediate

Systems Thinking In Practice

by The Open University

20 hours$49/mo4.5Certificate
Enhances AI augmentation: Systems Analysis

Estimated Impact

-5.5pt risk+$7K/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

-3.8pt 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

Post-Secondary Certificate3%
Bachelor's Degree97%

Prior Experience Needed

Work experience required to enter this job

None29%
Up to 1 month4%
6 months - 1 year7%
1-2 years21%
2-4 years18%
4-6 years14%
Over 10 years7%

Training Provided After Hiring

How long it typically takes to learn on the job

None7%
Up to 1 month4%
1-3 months4%
3-6 months4%
6 months - 1 year43%
1-2 years21%
2-4 years14%
4-6 years4%

How AI Impacts Each Task

14 tasks analyzed

Advise architects, builders, and other construction personnel on fire prevention equipment and techniques and on fire code and standard interpretation and compliance.

Risk: 27.0%AI: 30EstimatedTime: 15%

Inspect buildings or building designs to determine fire protection system requirements and potential problems in areas such as water supplies, exit locations, and construction materials.

Risk: 43.0%AI: 40EstimatedTime: 15%

Design fire detection equipment, alarm systems, and fire extinguishing devices and systems.

Risk: 43.0%AI: 40EstimatedTime: 12%

Prepare and write reports detailing specific fire prevention and protection issues, such as work performed, revised codes or standards, and proposed review schedules.

Risk: 86.0%AI: 92EstimatedTime: 10%

Determine causes of fires and ways in which they could have been prevented.

Risk: 39.0%AI: 30EstimatedTime: 8%

Direct the purchase, modification, installation, maintenance, and operation of fire protection systems.

Risk: 21.0%AI: 15EstimatedTime: 5%

Develop plans for the prevention of destruction by fire, wind, and water.

Risk: 45.0%AI: 45EstimatedTime: 6%

Consult with authorities to discuss safety regulations and to recommend changes as necessary.

Risk: 21.0%AI: 15EstimatedTime: 5%

Study the relationships between ignition sources and materials to determine how fires start.

Risk: 41.0%AI: 35EstimatedTime: 4%

Develop training materials and conduct training sessions on fire protection.

Risk: 41.3%AI: 65.62ObservedTime: 5%

Conduct research on fire retardants and the fire safety of materials and devices.

Risk: 47.0%AI: 50EstimatedTime: 4%

Attend workshops, seminars, or conferences to present or obtain information regarding fire prevention and protection.

Risk: 19.0%AI: 10EstimatedTime: 4%

Evaluate fire department performance and the laws and regulations affecting fire prevention or fire safety.

Risk: 47.0%AI: 50EstimatedTime: 3%

Direct the purchase, modification, installation, testing, maintenance, and operation of fire prevention and protection systems.

Risk: 21.0%AI: 15EstimatedTime: 4%

Protective Factors

Total protective discount: 30.2%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailAnalytical ThinkingDependabilityCooperationInitiativeStress ToleranceSelf ControlAchievement/EffortPersistenceLeadershipAdaptability/Flexibility

Wage & Employment (2024)

Median Wage

$109,660

per year

Mean Wage

$113,770

per year

Employment

23K

workers

Wage Range

$62,050 - $166,670

10th - 90th pct

Wage Distribution

$62,050Median: $109,660$166,670
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Fire-Prevention and Protection Engineers professionals should diversify beyond them.

  • Mathematics

    High reliance on Mathematics 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.

  • Information Ordering

    High reliance on Information Ordering 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.

  • Complex Problem Solving

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

  • 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.

  • 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.

  • Active Learning

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

  • Systems Analysis

    Systems Analysis 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.

  • 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

-3.8

overall change

Checking for existing plan...

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