Takeover Tracker

30%medium risk
Aerospace Engineers
vs

51 shared · 30 different

core competencies

Side-by-Side Comparison

MetricAerospace EngineersMechatronics Engineers
Risk Score30.3%36.3%
Risk TierMedium RiskMedium Risk
Risk Percentile40th70th
Tasks at Risk (>50%)3 / 157 / 15
Median Salary$134,830$117,750
Employment68K151K

Skill Comparison

|

Sorted by largest difference

Identifying Objects, Actions, and Events
Processing Information
Analyzing Data or Information
Science
Documenting/Recording Information
Judging the Qualities of Things, Services, or People
Monitor Processes, Materials, or Surroundings
Interpreting the Meaning of Information for Others
Operations Analysis
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Mechanical
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Aerospace Engineers

31%

total discount

Mechatronics Engineers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Aerospace Engineers

3 of 15 at risk
86%Maintain records of performance reports for future reference.
71%Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.
51%Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards.
49%Develop software for aerospace systems.
49%Evaluate biofuel performance specifications to determine feasibility for aerospace applications.

Mechatronics Engineers

7 of 15 at risk
87%Maintain technical project files.
87%Publish engineering reports documenting design details or qualification test results.
85%Monitor or calibrate automated systems, industrial control systems, or system components to maximize efficiency of production.
85%Create mechanical design documents for parts, assemblies, or finished products.
53%Research, select, or apply sensors, communication technologies, or control devices for motion control, position sensing, pressure sensing, or electronic communication.

Wage Comparison

Mechatronics Engineers earns -$17,080(-13%) vs Aerospace Engineers
Aerospace EngineersMechatronics Engineers
10th
$85,350$62,840
25th
$104,740$85,750
Median
$134,830$117,750
75th
$174,480$152,670
90th
$205,850$183,510

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