Takeover Tracker
30%medium risk
Aerospace Engineers
vs

61 shared · 24 different

core competencies

30%medium risk
Mechanical Engineers

Side-by-Side Comparison

MetricAerospace EngineersMechanical Engineers
Risk Score30.3%30.3%
Risk TierMedium RiskMedium Risk
Risk Percentile40th41th
Tasks at Risk (>50%)3 / 155 / 15
Median Salary$134,830$102,320
Employment68K287K

Skill Comparison

|

Sorted by largest difference

Identifying Objects, Actions, and Events
Interpreting the Meaning of Information for Others
Processing Information
Mechanical
Documenting/Recording Information
Thinking Creatively
Interacting With Computers
Chemistry
Evaluating Information to Determine Compliance with Standards
Updating and Using Relevant Knowledge
Analyzing Data or Information
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Aerospace Engineers

31%

total discount

Mechanical Engineers

31%

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.

Mechanical Engineers

5 of 15 at risk
55%Recommend design modifications to eliminate machine or system malfunctions.
53%Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.
51%Recommend the use of utility or energy services that minimize carbon footprints.
51%Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.
51%Evaluate mechanical designs or prototypes for energy performance or environmental impact.

Wage Comparison

Mechanical Engineers earns -$32,510(-24%) vs Aerospace Engineers
Aerospace EngineersMechanical Engineers
10th
$85,350$68,740
25th
$104,740$81,800
Median
$134,830$102,320
75th
$174,480$130,290
90th
$205,850$161,240

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aerospace Engineers2028–2035
Mechanical Engineers2028–2035
20242030203520402045

Aerospace Engineers has a longer runway before significant displacement, projected 0 years later than Mechanical Engineers.

Risk-Adjusted Salary

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

Aerospace Engineers

$93,963

from $134,830

Mechanical Engineers

$71,297

from $102,320

After adjusting for AI risk, Aerospace Engineers offers $22,666 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aerospace

0

Unique to Mechanical

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Decision Complexity
Aerospace EngineersMechanical Engineers
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