Civil Engineers vs Fire-Prevention and Protection Engineers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Civil Engineers

78 shared · 16 different

core competencies

medium risk

Fire-Prevention and Protection Engineers

Side-by-Side Comparison

Civil Engineers leads 3–2

Metric	Civil Engineers	Fire-Prevention and Protection Engineers
Risk Score	27.9%	28.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	29th	31th
Tasks at Risk (>50%)	5 / 15	1 / 14
Median Salary	$99,590	$109,660
Employment	355K	23K

Skill Comparison

Sorted by largest difference

Mathematical Reasoning

MathematicsAI-Vulnerable

Number Facility

Monitoring and Controlling Resources

Chemistry

Economics and Accounting

Administration and Management

English Language

Staffing Organizational Units

Mechanical

Oral Comprehension

Building and Construction

Protective Factors

Higher values indicate stronger protection against AI displacement

Civil Engineers

32%

total discount

Fire-Prevention and Protection Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Civil Engineers

5 of 15 at risk

86%Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

53%Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.

51%Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.

51%Plan and design transportation or hydraulic systems or structures using computer assisted design or drawing tools.

50%Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

Fire-Prevention and Protection Engineers

1 of 14 at risk

86%Prepare and write reports detailing specific fire prevention and protection issues, such as work performed, revised codes or standards, and proposed review schedules.

47%Conduct research on fire retardants and the fire safety of materials and devices.

47%Evaluate fire department performance and the laws and regulations affecting fire prevention or fire safety.

45%Develop plans for the prevention of destruction by fire, wind, and water.

43%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.

Wage Comparison

Fire-Prevention and Protection Engineers earns +$10,070(+10%) vs Civil Engineers

Civil EngineersFire-Prevention and Protection Engineers

10th

$65,920$62,050

25th

$78,790$85,400

Median

$99,590$109,660

75th

$128,290$136,150

90th

$160,990$166,670

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Civil Engineers2028–2035

Fire-Prevention and Protection Engineers2028–2035

20242030203520402045

Civil Engineers has a longer runway before significant displacement, projected 0 years later than Fire-Prevention and Protection Engineers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Civil Engineers

$71,834

from $99,590

Fire-Prevention and Protection Engineers

$78,703

from $109,660

After adjusting for AI risk, Fire-Prevention and Protection Engineers offers $6,869 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Civil

Unique to Fire-Prevention

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence

Fine Manipulation

Creativity

Regulatory Barriers

Civil EngineersFire-Prevention and Protection Engineers

Find transitions from Civil Engineers Find transitions from Fire-Prevention and Protection Engineers