Takeover Tracker

29%medium risk
Biomedical Engineers
vs

75 shared · 12 different

core competencies

30%medium risk
Aerospace Engineers

Side-by-Side Comparison

MetricBiomedical EngineersAerospace Engineers
Risk Score28.8%30.3%
Risk TierMedium RiskMedium Risk
Risk Percentile33th40th
Tasks at Risk (>50%)4 / 153 / 15
Median Salary$106,950$134,830
Employment22K68K

Skill Comparison

|

Sorted by largest difference

Chemistry
Estimating the Quantifiable Characteristics of Products, Events, or Information
Developing and Building Teams
Computers and Electronics
Developing Objectives and Strategies
ProgrammingAI-Vulnerable
Guiding, Directing, and Motivating Subordinates
Monitoring and Controlling Resources
Administration and Management
Coordinating the Work and Activities of Others
Judgment and Decision MakingAI-Augmented
Originality

Protective Factors

Higher values indicate stronger protection against AI displacement

Biomedical Engineers

35%

total discount

Aerospace Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Biomedical Engineers

4 of 15 at risk
86%Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.
55%Diagnose and interpret bioelectric data, using signal processing techniques.
51%Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.
51%Research new materials to be used for products, such as implanted artificial organs.
50%Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.

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.

Wage Comparison

Aerospace Engineers earns +$27,880(+26%) vs Biomedical Engineers
Biomedical EngineersAerospace Engineers
10th
$71,860$85,350
25th
$86,630$104,740
Median
$106,950$134,830
75th
$133,570$174,480
90th
$165,060$205,850

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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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