Takeover Tracker
40%medium risk
Manufacturing Production Technicians
vs

70 shared · 13 different

core competencies

33%medium risk
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

Side-by-Side Comparison

MetricManufacturing Production TechniciansAircraft Structure, Surfaces, Rigging, and Systems Assemblers
Risk Score40.5%33.1%
Risk TierMedium RiskMedium Risk
Risk Percentile82th57th
Tasks at Risk (>50%)10 / 156 / 15
Median Salary$77,390$61,680
Employment64K33K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Mechanical
Repairing and Maintaining Mechanical Equipment
Operation Monitoring
Provide Consultation and Advice to Others
Interacting With Computers
Design
Computers and Electronics
MathematicsAI-Vulnerable
Handling and Moving Objects
Production and Processing
Equipment MaintenanceAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Manufacturing Production Technicians

30%

total discount

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Manufacturing Production Technicians

10 of 15 at risk
86%Plan and lay out work to meet production and schedule requirements.
82%Select cleaning materials, tools, or equipment.
78%Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.
65%Inspect finished products for quality and adherence to customer specifications.
61%Test products or subassemblies for functionality or quality.

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

6 of 15 at risk
84%Layout and mark reference points and locations for installation of parts or components, using jigs, templates, or measuring and marking instruments.
78%Inspect or test installed units, parts, systems, or assemblies for fit, alignment, performance, defects, or compliance with standards, using measuring instruments or test equipment.
62%Read blueprints, illustrations, or specifications to determine layouts, sequences of operations, or identities or relationships of parts.
61%Fabricate parts needed for assembly or installation, using shop machinery or equipment.
51%Join structural assemblies, such as wings, tails, or fuselage.

Wage Comparison

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers earns -$15,710(-20%) vs Manufacturing Production Technicians
Manufacturing Production TechniciansAircraft Structure, Surfaces, Rigging, and Systems Assemblers
10th
$47,010$46,040
25th
$59,700$53,180
Median
$77,390$61,680
75th
$97,760$75,240
90th
$114,630$94,950

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Manufacturing Production Technicians2028–2035
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers2028–2035
20242030203520402045

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers has a longer runway before significant displacement, projected 0 years later than Manufacturing Production Technicians.

Risk-Adjusted Salary

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

Manufacturing Production Technicians

$46,063

from $77,390

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

$41,258

from $61,680

After adjusting for AI risk, Manufacturing Production Technicians offers $4,805 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Manufacturing

0

Unique to Aircraft

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Social Intelligence
Regulatory Barriers
Manufacturing Production TechniciansAircraft Structure, Surfaces, Rigging, and Systems Assemblers
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