Takeover Tracker

30%medium risk
Aerospace Engineers
vs

55 shared · 24 different

core competencies

Side-by-Side Comparison

MetricAerospace EngineersComputer Hardware Engineers
Risk Score30.3%34.6%
Risk TierMedium RiskMedium Risk
Risk Percentile40th65th
Tasks at Risk (>50%)3 / 158 / 15
Median Salary$134,830$155,020
Employment68K76K

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Repairing and Maintaining Electronic Equipment
MathematicsAI-Vulnerable
Mathematical Reasoning
Science
Mechanical
Technology DesignAI-Augmented
Operations Analysis
Analyzing Data or Information
Design
Monitor Processes, Materials, or Surroundings
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Aerospace Engineers

31%

total discount

Computer Hardware 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.

Computer Hardware Engineers

8 of 15 at risk
73%Write detailed functional specifications that document the hardware development process and support hardware introduction.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
53%Evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration.
51%Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives.
51%Analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.

Wage Comparison

Computer Hardware Engineers earns +$20,190(+15%) vs Aerospace Engineers
Aerospace EngineersComputer Hardware Engineers
10th
$85,350$85,430
25th
$104,740$115,500
Median
$134,830$155,020
75th
$174,480$185,380
90th
$205,850$223,820

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Head-to-head task automation timeline
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Aerospace Engineers: Not yetComputer Hardware Engineers: Not yet