medium risk
Biomedical Engineersvs
53 shared · 35 different
core competencies
medium risk
Wind Energy EngineersSide-by-Side Comparison
Biomedical Engineers leads 4–1| Metric | Biomedical Engineers | Wind Energy Engineers |
|---|---|---|
| Risk Score | 28.8% | 33.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 33th | 58th |
| Tasks at Risk (>50%) | 4 / 15 | 10 / 15 |
| Median Salary | $106,950 | $117,750 |
| Employment | 22K | 151K |
Skill Comparison
|
Sorted by largest difference
Chemistry
Thinking Creatively
Identifying Objects, Actions, and Events
Monitor Processes, Materials, or Surroundings
Analyzing Data or Information
Getting Information
Making Decisions and Solving Problems
Updating and Using Relevant Knowledge
Originality
Technology DesignAI-Augmented
Processing Information
ProgrammingAI-Vulnerable
Protective Factors
Higher values indicate stronger protection against AI displacement
Biomedical Engineers
35%
total discount
Wind Energy Engineers
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Biomedical Engineers
4 of 15 at risk86%Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.
55%Diagnose and interpret bioelectric data, using signal processing techniques.
51%Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.
51%Research new materials to be used for products, such as implanted artificial organs.
50%Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.
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.
Wage Comparison
Wind Energy Engineers earns +$10,800(+10%) vs Biomedical Engineers
Biomedical EngineersWind Energy Engineers
10th
$71,860$62,840
25th
$86,630$85,750
Median
$106,950$117,750
75th
$133,570$152,670
90th
$165,060$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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