Takeover Tracker

30%medium risk
Energy Engineers
vs

74 shared · 16 different

core competencies

Side-by-Side Comparison

MetricEnergy EngineersFire-Prevention and Protection Engineers
Risk Score29.6%28.2%
Risk TierMedium RiskMedium Risk
Risk Percentile36th31th
Tasks at Risk (>50%)7 / 151 / 14
Median Salary$117,750$109,660
Employment151K23K

Skill Comparison

|

Sorted by largest difference

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Economics and Accounting
Design
Mathematical Reasoning
Evaluating Information to Determine Compliance with Standards
Chemistry
MathematicsAI-Vulnerable
Number Facility
Public Safety and Security
Thinking Creatively
Monitor Processes, Materials, or Surroundings
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Energy Engineers

31%

total discount

Fire-Prevention and Protection Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Energy Engineers

7 of 15 at risk
88%Verify energy bills and meter readings.
86%Prepare energy-related project reports or related documentation.
52%Monitor and analyze energy consumption.
51%Identify and recommend energy savings strategies to achieve more energy-efficient operation.
51%Perform energy modeling, measurement, verification, commissioning, or retro-commissioning.

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 -$8,090(-7%) vs Energy Engineers
Energy EngineersFire-Prevention and Protection Engineers
10th
$62,840$62,050
25th
$85,750$85,400
Median
$117,750$109,660
75th
$152,670$136,150
90th
$183,510$166,670

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Head-to-head task automation timeline
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Combined protective factor strategy
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