medium risk
Automotive Engineersvs
62 shared · 25 different
core competencies
medium risk
Materials ScientistsSide-by-Side Comparison
Automotive Engineers leads 3–1| Metric | Automotive Engineers | Materials Scientists |
|---|---|---|
| Risk Score | 29.7% | 34.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 37th | 63th |
| Tasks at Risk (>50%) | 8 / 15 | 8 / 15 |
| Median Salary | $102,320 | $104,160 |
| Employment | 287K | 8K |
Skill Comparison
|
Sorted by largest difference
Chemistry
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Design
Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Resolving Conflicts and Negotiating with Others
Science
Monitor Processes, Materials, or Surroundings
Mechanical
Controlling Machines and Processes
MathematicsAI-Vulnerable
Developing and Building Teams
Protective Factors
Higher values indicate stronger protection against AI displacement
Automotive Engineers
33%
total discount
Materials Scientists
31%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Automotive Engineers
8 of 15 at risk73%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.
Materials Scientists
8 of 15 at risk77%Test individual parts and products to ensure that manufacturer and governmental quality and safety standards are met.
70%Test metals to determine conformance to specifications of mechanical strength, strength-weight ratio, ductility, magnetic and electrical properties, and resistance to abrasion, corrosion, heat, and cold.
68%Prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
55%Recommend materials for reliable performance in various environments.
53%Write research papers for publication in scientific journals.
Wage Comparison
Materials Scientists earns +$1,840(+2%) vs Automotive Engineers
Automotive EngineersMaterials Scientists
10th
$68,740$61,460
25th
$81,800$79,980
Median
$102,320$104,160
75th
$130,290$134,140
90th
$161,240$168,500
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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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Automotive Engineers: Not yetMaterials Scientists: Not yet