Takeover Tracker
29%medium risk
Environmental Engineers
vs

67 shared · 27 different

core competencies

28%medium risk
Fire-Prevention and Protection Engineers

Side-by-Side Comparison

MetricEnvironmental EngineersFire-Prevention and Protection Engineers
Risk Score29.1%28.2%
Risk TierMedium RiskMedium Risk
Risk Percentile34th31th
Tasks at Risk (>50%)2 / 151 / 14
Median Salary$104,170$109,660
Employment38K23K

Skill Comparison

|

Sorted by largest difference

Operations Analysis
Law and Government
Chemistry
Performing for or Working Directly with the Public
Monitoring and Controlling Resources
Analyzing Data or Information
Monitor Processes, Materials, or Surroundings
Education and Training
Estimating the Quantifiable Characteristics of Products, Events, or Information
Developing Objectives and Strategies
English Language
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Environmental Engineers

34%

total discount

Fire-Prevention and Protection Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Environmental Engineers

2 of 15 at risk
85%Obtain, update, or maintain plans, permits, or standard operating procedures.
51%Prepare, review, or update environmental investigation or recommendation reports.
49%Develop site-specific health and safety protocols, such as spill contingency plans or methods for loading or transporting waste.
47%Provide technical support for environmental remediation or litigation projects, including remediation system design or determination of regulatory applicability.
47%Develop proposed project objectives and targets and report to management on progress in attaining them.

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 +$5,490(+5%) vs Environmental Engineers
Environmental EngineersFire-Prevention and Protection Engineers
10th
$64,950$62,050
25th
$80,510$85,400
Median
$104,170$109,660
75th
$130,830$136,150
90th
$161,910$166,670

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Environmental Engineers2028–2035
Fire-Prevention and Protection Engineers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Environmental Engineers

$73,888

from $104,170

Fire-Prevention and Protection Engineers

$78,703

from $109,660

After adjusting for AI risk, Fire-Prevention and Protection Engineers offers $4,815 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Environmental

0

Unique to Fire-Prevention

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Fine Manipulation
Environmental EngineersFire-Prevention and Protection Engineers
Find transitions from Environmental EngineersFind transitions from Fire-Prevention and Protection Engineers