Engineering Teachers, Postsecondary vs Wind Energy Engineers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Engineering Teachers, Postsecondary

56 shared · 26 different

core competencies

medium risk

Wind Energy Engineers

Side-by-Side Comparison

Engineering Teachers, Postsecondary leads 4–1

Metric	Engineering Teachers, Postsecondary	Wind Energy Engineers
Risk Score	33.1%	33.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	57th	58th
Tasks at Risk (>50%)	8 / 15	10 / 15
Median Salary	$106,120	$117,750
Employment	40K	151K

Skill Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Engineering Teachers, Postsecondary2028–2035

Wind Energy Engineers2028–2035

20242030203520402045

Engineering Teachers, Postsecondary 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%)

Engineering Teachers, Postsecondary

$71,005

from $106,120

Wind Energy Engineers

$78,563

from $117,750

After adjusting for AI risk, Wind Energy Engineers offers $7,558 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Engineering

Unique to Wind

Combined Protection Strategy

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

Fine Manipulation

Creativity

Social Intelligence

Regulatory Barriers

Engineering Teachers, PostsecondaryWind Energy Engineers

Find transitions from Engineering Teachers, Postsecondary Find transitions from Wind Energy Engineers