Takeover Tracker

32%medium risk
Materials Engineers
vs

64 shared · 21 different

core competencies

Side-by-Side Comparison

MetricMaterials EngineersMicrosystems Engineers
Risk Score31.7%30.5%
Risk TierMedium RiskMedium Risk
Risk Percentile49th41th
Tasks at Risk (>50%)6 / 158 / 15
Median Salary$108,310$117,750
Employment23K151K

Skill Comparison

|

Sorted by largest difference

Chemistry
Computers and Electronics
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Inspecting Equipment, Structures, or Material
Judging the Qualities of Things, Services, or People
Analyzing Data or Information
Production and Processing
Monitor Processes, Materials, or Surroundings
Repairing and Maintaining Electronic Equipment
Identifying Objects, Actions, and Events
Coordinating the Work and Activities of Others
Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Materials Engineers

31%

total discount

Microsystems Engineers

32%

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.

Microsystems Engineers

8 of 15 at risk
85%Create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.
57%Develop or file intellectual property and patent disclosure or application documents related to microelectromechanical systems (MEMS) devices, products, or systems.
53%Refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints.
53%Create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.
53%Investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.

Wage Comparison

Microsystems Engineers earns +$9,440(+9%) vs Materials Engineers
Materials EngineersMicrosystems 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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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 yetMicrosystems Engineers: Not yet