Takeover Tracker

32%medium risk
Materials Engineers
vs

76 shared · 8 different

core competencies

29%medium risk
Nanosystems Engineers

Side-by-Side Comparison

MetricMaterials EngineersNanosystems Engineers
Risk Score31.7%29.3%
Risk TierMedium RiskMedium Risk
Risk Percentile49th34th
Tasks at Risk (>50%)6 / 154 / 15
Median Salary$108,310$117,750
Employment23K151K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Biology
Controlling Machines and Processes
Production and Processing
MathematicsAI-Vulnerable
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Active LearningAI-Augmented
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Materials Engineers

31%

total discount

Nanosystems Engineers

33%

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.

Nanosystems Engineers

4 of 15 at risk
84%Generate high-resolution images or measure force-distance curves, using techniques such as atomic force microscopy.
53%Prepare nanotechnology-related invention disclosures or patent applications.
52%Write proposals to secure external funding or to partner with other companies.
51%Design nano-enabled products with reduced toxicity, increased durability, or improved energy efficiency.
49%Identify new applications for existing nanotechnologies.

Wage Comparison

Nanosystems Engineers earns +$9,440(+9%) vs Materials Engineers
Materials EngineersNanosystems Engineers
10th
$68,040$62,840
25th
$85,820$85,750
Median
$108,310$117,750
75th
$138,370$152,670
90th
$172,000$183,510

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