medium risk
Wind Energy Engineersvs
58 shared · 20 different
core competencies
medium risk
Civil Engineering TechniciansSide-by-Side Comparison
Wind Energy Engineers leads 4–1| Metric | Wind Energy Engineers | Civil Engineering Technicians |
|---|---|---|
| Risk Score | 33.3% | 40.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 58th | 81th |
| Tasks at Risk (>50%) | 10 / 15 | 6 / 15 |
| Median Salary | $117,750 | $64,200 |
| Employment | 151K | 62K |
Skill Comparison
|
Sorted by largest difference
Physics
Developing and Building Teams
Engineering and Technology
Coordinating the Work and Activities of Others
Provide Consultation and Advice to Others
Interpreting the Meaning of Information for Others
Building and Construction
Identifying Objects, Actions, and Events
English Language
Developing Objectives and Strategies
Monitor Processes, Materials, or Surroundings
Science
Protective Factors
Higher values indicate stronger protection against AI displacement
Wind Energy Engineers
30%
total discount
Civil Engineering Technicians
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Wind Energy Engineers
10 of 15 at risk80%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.
Civil Engineering Technicians
6 of 15 at risk86%Calculate dimensions, square footage, profile and component specifications, and material quantities using calculator or computer.
84%Develop project budgets by estimating the cost of project activities.
83%Read and review project blueprints and structural specifications to determine dimensions of structure or system and material requirements.
74%Draft detailed dimensional drawings and design layouts for projects and to ensure conformance to specifications.
67%Prepare reports and document project activities and data.
Wage Comparison
Civil Engineering Technicians earns -$53,550(-45%) vs Wind Energy Engineers
Wind Energy EngineersCivil Engineering Technicians
10th
$62,840$43,550
25th
$85,750$51,730
Median
$117,750$64,200
75th
$152,670$79,550
90th
$183,510$97,840
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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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