Takeover Tracker

vs

56 shared · 26 different

core competencies

33%medium risk
Wind Energy Engineers

Side-by-Side Comparison

MetricEngineering Teachers, PostsecondaryWind Energy Engineers
Risk Score33.1%33.3%
Risk TierMedium RiskMedium Risk
Risk Percentile57th58th
Tasks at Risk (>50%)8 / 1510 / 15
Median Salary$106,120$117,750
Employment40K151K

Skill Comparison

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Sorted by largest difference

Training and Teaching Others
Education and Training
Thinking Creatively
InstructingAI-Resistant
Oral Expression
Chemistry
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Customer and Personal Service
Written Expression
Learning Strategies
Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards

Protective Factors

Higher values indicate stronger protection against AI displacement

Engineering Teachers, Postsecondary

31%

total discount

Wind Energy Engineers

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Engineering Teachers, Postsecondary

8 of 15 at risk
86%Maintain student attendance records, grades, and other required records.
72%Compile, administer, and grade examinations, or assign this work to others.
71%Evaluate and grade students' class work, laboratory work, assignments, and papers.
54%Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.
51%Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.

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 +$11,630(+11%) vs Engineering Teachers, Postsecondary
Engineering Teachers, PostsecondaryWind Energy Engineers
10th
$59,790$62,840
25th
$80,060$85,750
Median
$106,120$117,750
75th
$136,400$152,670
90th
$200,650$183,510

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Head-to-head task automation timeline
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