Takeover Tracker
31%medium risk
Nuclear Engineers
vs

59 shared · 23 different

core competencies

31%medium risk
Marine Architects

Side-by-Side Comparison

MetricNuclear EngineersMarine Architects
Risk Score31.3%30.8%
Risk TierMedium RiskMedium Risk
Risk Percentile46th43th
Tasks at Risk (>50%)4 / 153 / 8
Median Salary$127,520$105,670
Employment15K8K

Skill Comparison

|

Sorted by largest difference

Inspecting Equipment, Structures, or Material
Chemistry
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Visualization
Customer and Personal Service
Analyzing Data or Information
Operation Monitoring
Public Safety and Security
Monitor Processes, Materials, or Surroundings
Building and Construction
Judging the Qualities of Things, Services, or People
Science

Protective Factors

Higher values indicate stronger protection against AI displacement

Nuclear Engineers

31%

total discount

Marine Architects

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.

Marine Architects

3 of 8 at risk
51%Conduct analyses of ships, such as stability, structural, weight, or vibration analyses.
51%Conduct stability analyses of ships.
51%Design layout of craft interior, including cargo space, passenger compartments, ladder wells, and elevators.
49%Study design proposals and specifications to establish basic characteristics of craft, such as size, weight, speed, propulsion, displacement, and draft.
47%Design complete hull and superstructure according to specifications and test data, in conformity with standards of safety, efficiency, and economy.

Wage Comparison

Marine Architects earns -$21,850(-17%) vs Nuclear Engineers
Nuclear EngineersMarine Architects
10th
$88,290$79,700
25th
$103,010$88,480
Median
$127,520$105,670
75th
$157,600$133,780
90th
$187,430$167,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Nuclear Engineers20282035
Marine Architects20282035
20242030203520402045

Marine Architects 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

Marine Architects

$73,103

from $105,670

After adjusting for AI risk, Nuclear Engineers offers $14,567 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Nuclear

0

Unique to Marine

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Fine Manipulation
Creativity
Nuclear EngineersMarine Architects