Takeover Tracker

30%medium risk
Automotive Engineers
vs

51 shared · 35 different

core competencies

36%medium risk
Industrial Engineers

Side-by-Side Comparison

MetricAutomotive EngineersIndustrial Engineers
Risk Score29.7%35.9%
Risk TierMedium RiskMedium Risk
Risk Percentile37th68th
Tasks at Risk (>50%)8 / 159 / 15
Median Salary$102,320$101,140
Employment287K350K

Skill Comparison

|

Sorted by largest difference

Physics
Operations Analysis
Engineering and Technology
Analyzing Data or Information
Design
Processing Information
Technology DesignAI-Augmented
Guiding, Directing, and Motivating Subordinates
Transportation
MathematicsAI-Vulnerable
MathematicsAI-Vulnerable
Developing Objectives and Strategies

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Engineers

33%

total discount

Industrial 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.

Industrial Engineers

9 of 15 at risk
87%Complete production reports, purchase orders, and material, tool, and equipment lists.
85%Regulate and alter workflow schedules according to established manufacturing sequences and lead times to expedite production operations.
85%Record or oversee recording of information to ensure currency of engineering drawings and documentation of production problems.
55%Apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.
53%Review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.

Wage Comparison

Industrial Engineers earns -$1,180(-1%) vs Automotive Engineers
Automotive EngineersIndustrial Engineers
10th
$68,740$70,000
25th
$81,800$81,910
Median
$102,320$101,140
75th
$130,290$127,480
90th
$161,240$157,140

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Automotive Engineers: Not yetIndustrial Engineers: Not yet
Automotive Engineers vs Industrial Engineers AI Risk — Takeover Tracker