Takeover Tracker

vs

73 shared · 19 different

core competencies

30%medium risk
Mechanical Engineers

Side-by-Side Comparison

MetricManufacturing EngineersMechanical Engineers
Risk Score32.5%30.3%
Risk TierMedium RiskMedium Risk
Risk Percentile53th41th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$117,750$102,320
Employment151K287K

Skill Comparison

|

Sorted by largest difference

Identifying Objects, Actions, and Events
Production and Processing
Design
Physics
Developing and Building Teams
Science
Engineering and Technology
Evaluating Information to Determine Compliance with Standards
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable
Interpreting the Meaning of Information for Others
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Engineers

33%

total discount

Mechanical Engineers

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Engineers

7 of 15 at risk
86%Prepare documentation for new manufacturing processes or engineering procedures.
86%Evaluate manufactured products according to specifications and quality standards.
73%Prepare reports summarizing information or trends related to manufacturing performance.
51%Investigate or resolve operational problems, such as material use variances or bottlenecks.
51%Review product designs for manufacturability or completeness.

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 -$15,430(-13%) vs Manufacturing Engineers
Manufacturing EngineersMechanical Engineers
10th
$62,840$68,740
25th
$85,750$81,800
Median
$117,750$102,320
75th
$152,670$130,290
90th
$183,510$161,240

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