Architects, Except Landscape and Naval vs Wind Energy Engineers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Architects, Except Landscape and Naval

44 shared · 52 different

core competencies

medium risk

Wind Energy Engineers

Side-by-Side Comparison

Architects, Except Landscape and Naval leads 4–1

Metric	Architects, Except Landscape and Naval	Wind Energy Engineers
Risk Score	31.3%	33.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	47th	58th
Tasks at Risk (>50%)	6 / 15	10 / 15
Median Salary	$96,690	$117,750
Employment	111K	151K

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Architects, Except Landscape and Naval2028–2035

Wind Energy Engineers2028–2035

20242030203520402045

Architects, Except Landscape and Naval 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%)

Architects, Except Landscape and Naval

$66,445

from $96,690

Wind Energy Engineers

$78,563

from $117,750

After adjusting for AI risk, Wind Energy Engineers offers $12,117 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Architects,

Unique to Wind

Combined Protection Strategy

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

Creativity

Social Intelligence

Regulatory Barriers

Fine Manipulation

Architects, Except Landscape and NavalWind Energy Engineers

Find transitions from Architects, Except Landscape and Naval Find transitions from Wind Energy Engineers