Takeover Tracker
31%medium risk
Nuclear Engineers
vs

64 shared · 26 different

core competencies

28%medium risk
Fire-Prevention and Protection Engineers

Side-by-Side Comparison

MetricNuclear EngineersFire-Prevention and Protection Engineers
Risk Score31.3%28.2%
Risk TierMedium RiskMedium Risk
Risk Percentile46th31th
Tasks at Risk (>50%)4 / 151 / 14
Median Salary$127,520$109,660
Employment15K23K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Customer and Personal Service
Physics
Resolving Conflicts and Negotiating with Others
Operation Monitoring
Communicating with Persons Outside Organization
Monitor Processes, Materials, or Surroundings
Establishing and Maintaining Interpersonal Relationships
Mathematical Reasoning
MathematicsAI-Vulnerable
MathematicsAI-Vulnerable
Number Facility

Protective Factors

Higher values indicate stronger protection against AI displacement

Nuclear 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

Nuclear Engineers

4 of 15 at risk
86%Prepare technical reports of findings or recommendations, based on synthesized analyses of test results.
75%Prepare environmental impact statements, reports, or presentations for regulatory or other agencies.
74%Write operational instructions to be used in nuclear plant operation or nuclear fuel or waste handling and disposal.
51%Design or direct nuclear research projects to test or modify theoretical models, develop new theoretical models, or discover new uses for current models.
49%Examine accidents to obtain data that can be used to design preventive measures.

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 -$17,860(-14%) vs Nuclear Engineers
Nuclear EngineersFire-Prevention and Protection Engineers
10th
$88,290$62,050
25th
$103,010$85,400
Median
$127,520$109,660
75th
$157,600$136,150
90th
$187,430$166,670

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nuclear 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 Nuclear Engineers.

Risk-Adjusted Salary

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

Nuclear Engineers

$87,670

from $127,520

Fire-Prevention and Protection Engineers

$78,703

from $109,660

After adjusting for AI risk, Nuclear Engineers offers $8,967 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Nuclear

0

Unique to Fire-Prevention

Combined Protection Strategy

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

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