Takeover Tracker
32%medium risk
Materials Engineers
vs

68 shared · 12 different

core competencies

31%medium risk
Nanotechnology Engineering Technologists

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Materials Engineers2028–2035
Nanotechnology Engineering Technologists2028–2035
20242030203520402045

Nanotechnology Engineering Technologists has a longer runway before significant displacement, projected 0 years later than Materials Engineers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Materials Engineers

$73,987

from $108,310

Nanotechnology Engineering Technologists

$53,229

from $77,390

After adjusting for AI risk, Materials Engineers offers $20,758 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Materials

0

Unique to Nanotechnology

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Regulatory Barriers
Creativity
Materials EngineersNanotechnology Engineering Technologists
Find transitions from Materials EngineersFind transitions from Nanotechnology Engineering Technologists