Takeover Tracker

31%medium risk
Marine Architects
vs

47 shared · 29 different

core competencies

Side-by-Side Comparison

MetricMarine ArchitectsSolar Energy Systems Engineers
Risk Score30.8%33.9%
Risk TierMedium RiskMedium Risk
Risk Percentile43th62th
Tasks at Risk (>50%)3 / 85 / 13
Median Salary$105,670$117,750
Employment8K151K

Skill Comparison

|

Sorted by largest difference

Operations Analysis
Physics
MathematicsAI-Vulnerable
Monitoring and Controlling Resources
Visualization
Engineering and Technology
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
MathematicsAI-Vulnerable
Computers and Electronics
Design
Selling or Influencing Others
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Marine Architects

30%

total discount

Solar Energy Systems Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Solar Energy Systems Engineers

5 of 13 at risk
86%Create checklists for review or inspection of completed solar installation projects.
84%Create electrical single-line diagrams, panel schedules, or connection diagrams for solar electric systems, using computer-aided design (CAD) software.
51%Design or coordinate design of photovoltaic (PV) or solar thermal systems, including system components, for residential and commercial buildings.
51%Perform computer simulation of solar photovoltaic (PV) generation system performance or energy production to optimize efficiency.
51%Develop standard operation procedures and quality or safety standards for solar installation work.

Wage Comparison

Solar Energy Systems Engineers earns +$12,080(+11%) vs Marine Architects
Marine ArchitectsSolar Energy Systems Engineers
10th
$79,700$62,840
25th
$88,480$85,750
Median
$105,670$117,750
75th
$133,780$152,670
90th
$167,660$183,510

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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