Takeover Tracker

34%medium risk
Materials Scientists
vs

58 shared · 24 different

core competencies

34%medium risk
Electrical Engineers

Side-by-Side Comparison

MetricMaterials ScientistsElectrical Engineers
Risk Score34.3%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile63th63th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$104,160$111,910
Employment8K189K

Skill Comparison

|

Sorted by largest difference

Chemistry
Physics
Science
Monitor Processes, Materials, or Surroundings
Controlling Machines and Processes
Estimating the Quantifiable Characteristics of Products, Events, or Information
Interpreting the Meaning of Information for Others
Thinking Creatively
Computers and Electronics
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Inspecting Equipment, Structures, or Material
Guiding, Directing, and Motivating Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Materials Scientists

31%

total discount

Electrical Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Materials Scientists

8 of 15 at risk
77%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.

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 +$7,750(+7%) vs Materials Scientists
Materials ScientistsElectrical Engineers
10th
$61,460$74,670
25th
$79,980$87,590
Median
$104,160$111,910
75th
$134,140$141,630
90th
$168,500$175,460

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Head-to-head task automation timeline
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