Takeover Tracker

28%medium risk
Civil Engineers
vs

78 shared · 16 different

core competencies

Side-by-Side Comparison

MetricCivil EngineersFire-Prevention and Protection Engineers
Risk Score27.9%28.2%
Risk TierMedium RiskMedium Risk
Risk Percentile29th31th
Tasks at Risk (>50%)5 / 151 / 14
Median Salary$99,590$109,660
Employment355K23K

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

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