Takeover Tracker
32%medium risk
Materials Engineers
vs

62 shared · 21 different

core competencies

34%medium risk
Electrical Engineers

Side-by-Side Comparison

MetricMaterials EngineersElectrical Engineers
Risk Score31.7%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile49th63th
Tasks at Risk (>50%)6 / 157 / 15
Median Salary$108,310$111,910
Employment23K189K

Skill Comparison

|

Sorted by largest difference

Chemistry
Physics
Production and Processing
Inspecting Equipment, Structures, or Material
Monitor Processes, Materials, or Surroundings
Repairing and Maintaining Electronic Equipment
Science
Controlling Machines and Processes
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Developing and Building Teams
Interpreting the Meaning of Information for Others
Computers and Electronics

Protective Factors

Higher values indicate stronger protection against AI displacement

Materials Engineers

31%

total discount

Electrical Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Materials Engineers

6 of 15 at risk
86%Perform managerial functions, such as preparing proposals and budgets, analyzing labor costs, and writing reports.
84%Monitor material performance and evaluate material deterioration.
76%Conduct or supervise tests on raw materials or finished products to ensure their quality.
53%Review new product plans and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.
51%Evaluate technical specifications and economic factors relating to process or product design objectives.

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 +$3,600(+3%) vs Materials Engineers
Materials EngineersElectrical Engineers
10th
$68,040$74,670
25th
$85,820$87,590
Median
$108,310$111,910
75th
$138,370$141,630
90th
$172,000$175,460

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Materials Engineers2028–2035
Electrical Engineers2028–2035
20242030203520402045

Materials 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%)

Materials Engineers

$73,987

from $108,310

Electrical Engineers

$73,581

from $111,910

After adjusting for AI risk, Materials Engineers offers $406 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Materials

0

Unique to Electrical

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Fine Manipulation
Materials EngineersElectrical Engineers
Find transitions from Materials EngineersFind transitions from Electrical Engineers