Takeover Tracker
31%medium risk
Marine Architects
vs

57 shared · 21 different

core competencies

33%medium risk
Wind Energy Engineers

Side-by-Side Comparison

MetricMarine ArchitectsWind Energy Engineers
Risk Score30.8%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile43th58th
Tasks at Risk (>50%)3 / 810 / 15
Median Salary$105,670$117,750
Employment8K151K

Skill Comparison

|

Sorted by largest difference

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Provide Consultation and Advice to Others
Evaluating Information to Determine Compliance with Standards
Transportation
Identifying Objects, Actions, and Events
Interpreting the Meaning of Information for Others
Far Vision
Information OrderingAI-Vulnerable
Developing and Building Teams
Oral Comprehension
Public Safety and Security
Visualization

Protective Factors

Higher values indicate stronger protection against AI displacement

Marine Architects

30%

total discount

Wind Energy 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.

Wind Energy Engineers

10 of 15 at risk
80%Create or maintain wind farm layouts, schematics, or other visual documentation for wind farms.
76%Monitor wind farm construction to ensure compliance with regulatory standards or environmental requirements.
57%Estimate energy production by analyzing wind data.
55%Analyze meteorological data.
55%Create models to optimize the layout of wind farm access roads, crane pads, crane paths, collection systems, substations, switchyards, or transmission lines.

Wage Comparison

Wind Energy Engineers earns +$12,080(+11%) vs Marine Architects
Marine ArchitectsWind Energy 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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Marine Architects2028–2035
Wind Energy Engineers2028–2035
20242030203520402045

Marine Architects has a longer runway before significant displacement, projected 0 years later than Wind Energy Engineers.

Risk-Adjusted Salary

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

Marine Architects

$73,103

from $105,670

Wind Energy Engineers

$78,563

from $117,750

After adjusting for AI risk, Wind Energy Engineers offers $5,460 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Marine

0

Unique to Wind

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Decision Complexity
Marine ArchitectsWind Energy Engineers
Find transitions from Marine ArchitectsFind transitions from Wind Energy Engineers