Takeover Tracker

vs

44 shared · 52 different

core competencies

33%medium risk
Wind Energy Engineers

Side-by-Side Comparison

MetricArchitects, Except Landscape and NavalWind Energy Engineers
Risk Score31.3%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile47th58th
Tasks at Risk (>50%)6 / 1510 / 15
Median Salary$96,690$117,750
Employment111K151K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Building and Construction
Resolving Conflicts and Negotiating with Others
Engineering and Technology
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Physics
Scheduling Work and Activities
MathematicsAI-Vulnerable
Sales and Marketing
Far Vision
Visualization
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Architects, Except Landscape and Naval

35%

total discount

Wind Energy Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Architects, Except Landscape and Naval

6 of 15 at risk
73%Prepare contract documents for building contractors.
72%Prepare information regarding design, structure specifications, materials, color, equipment, estimated costs, or construction time.
69%Administer construction contracts.
55%Plan layouts of structural architectural projects.
55%Prepare scale drawings or architectural designs, using computer-aided design or other tools.

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 +$21,060(+22%) vs Architects, Except Landscape and Naval
Architects, Except Landscape and NavalWind Energy Engineers
10th
$60,510$62,840
25th
$76,110$85,750
Median
$96,690$117,750
75th
$123,300$152,670
90th
$159,800$183,510

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Head-to-head task automation timeline
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Architects, Except Landscape and Naval: Not yetWind Energy Engineers: Not yet