Takeover Tracker

32%medium risk
Materials Engineers
vs

68 shared · 12 different

core competencies

Side-by-Side Comparison

MetricMaterials EngineersNanotechnology Engineering Technologists
Risk Score31.7%31.2%
Risk TierMedium RiskMedium Risk
Risk Percentile49th46th
Tasks at Risk (>50%)6 / 154 / 15
Median Salary$108,310$77,390
Employment23K64K

Skill Comparison

|

Sorted by largest difference

Production and Processing
Controlling Machines and Processes
Repairing and Maintaining Electronic Equipment
Mechanical
Control Precision
Mathematical Reasoning
Category Flexibility
Operation and Control
Written Expression
Active LearningAI-Augmented
Number Facility
WritingAI-Augmented

Protective Factors

Higher values indicate stronger protection against AI displacement

Materials Engineers

31%

total discount

Nanotechnology Engineering Technologists

29%

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.

Nanotechnology Engineering Technologists

4 of 15 at risk
86%Prepare capability data, training materials, or other documentation for transfer of processes to production.
76%Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives.
71%Collect or compile nanotechnology research or engineering data.
51%Contribute written material or data for grant or patent applications.
49%Mix raw materials or catalysts to manufacture nanoparticles according to specifications, ensuring proper particle size, shape, or organization.

Wage Comparison

Nanotechnology Engineering Technologists earns -$30,920(-29%) vs Materials Engineers
Materials EngineersNanotechnology Engineering Technologists
10th
$68,040$47,010
25th
$85,820$59,700
Median
$108,310$77,390
75th
$138,370$97,760
90th
$172,000$114,630

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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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Materials Engineers: Not yetNanotechnology Engineering Technologists: Not yet