Takeover Tracker

vs

62 shared · 30 different

core competencies

Side-by-Side Comparison

MetricManufacturing Engineering TechnologistsAerospace Engineering and Operations Technicians
Risk Score34.7%26.8%
Risk TierMedium RiskMedium Risk
Risk Percentile65th25th
Tasks at Risk (>50%)7 / 152 / 12
Median Salary$77,390$79,830
Employment64K9K

Skill Comparison

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Sorted by largest difference

MathematicsAI-Vulnerable
Customer and Personal Service
Mathematical Reasoning
Computers and Electronics
Public Safety and Security
MathematicsAI-Vulnerable
Production and Processing
Systems AnalysisAI-Augmented
Number Facility
Law and Government
Fluency of Ideas
Category Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Engineering Technologists

33%

total discount

Aerospace Engineering and Operations Technicians

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Engineering Technologists

7 of 15 at risk
86%Verify weights, measurements, counts, or calculations and record results on batch records.
85%Estimate manufacturing costs.
84%Plan, estimate, or schedule production work.
75%Ensure adherence to safety rules and practices.
53%Develop or maintain programs associated with automated production equipment.

Aerospace Engineering and Operations Technicians

2 of 12 at risk
85%Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.
51%Record and interpret test data on parts, assemblies, and mechanisms.
49%Finish vehicle instrumentation and deinstrumentation.
49%Exchange cooling system components in various vehicles.
47%Design electrical and mechanical systems used for avionic instrumentation applications.

Wage Comparison

Aerospace Engineering and Operations Technicians earns +$2,440(+3%) vs Manufacturing Engineering Technologists
Manufacturing Engineering TechnologistsAerospace Engineering and Operations Technicians
10th
$47,010$53,730
25th
$59,700$64,570
Median
$77,390$79,830
75th
$97,760$102,220
90th
$114,630$120,440

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Head-to-head task automation timeline
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Combined protective factor strategy
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