Takeover Tracker
30%medium risk
Automotive Engineers
vs

47 shared · 39 different

core competencies

34%medium risk
Electrical Engineers

Side-by-Side Comparison

MetricAutomotive EngineersElectrical Engineers
Risk Score29.7%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile37th63th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$102,320$111,910
Employment287K189K

Skill Comparison

|

Sorted by largest difference

Developing and Building Teams
Physics
Guiding, Directing, and Motivating Subordinates
Coaching and Developing Others
Mechanical
Judgment and Decision MakingAI-Augmented
Provide Consultation and Advice to Others
Technology DesignAI-Augmented
Coordinating the Work and Activities of Others
Resolving Conflicts and Negotiating with Others
Scheduling Work and Activities
Chemistry

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Engineers

33%

total discount

Electrical Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Engineers

8 of 15 at risk
73%Write, review, or maintain engineering documentation.
53%Design vehicles that use lighter materials, such as aluminum, magnesium alloy, or plastic, to improve fuel efficiency.
52%Develop calibration methodologies, test methodologies, or tools.
51%Develop engineering specifications or cost estimates for automotive design concepts.
51%Perform failure, variation, or root cause analyses.

Electrical Engineers

7 of 15 at risk
86%Compile data and write reports regarding existing or potential electrical engineering studies or projects.
80%Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.
74%Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.
71%Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.
53%Plan layout of electric power generating plants or distribution lines or stations.

Wage Comparison

Electrical Engineers earns +$9,590(+9%) vs Automotive Engineers
Automotive EngineersElectrical Engineers
10th
$68,740$74,670
25th
$81,800$87,590
Median
$102,320$111,910
75th
$130,290$141,630
90th
$161,240$175,460

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Engineers2028–2035
Electrical Engineers2028–2035
20242030203520402045

Automotive Engineers has a longer runway before significant displacement, projected 0 years later than Electrical Engineers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Automotive Engineers

$71,921

from $102,320

Electrical Engineers

$73,581

from $111,910

After adjusting for AI risk, Electrical Engineers offers $1,660 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Electrical

Combined Protection Strategy

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

Decision Complexity
Creativity
Regulatory Barriers
Fine Manipulation
Automotive EngineersElectrical Engineers
Find transitions from Automotive EngineersFind transitions from Electrical Engineers