Takeover Tracker

Side-by-Side Comparison

MetricAircraft Structure, Surfaces, Rigging, and Systems AssemblersPackaging and Filling Machine Operators and Tenders
Risk Score33.1%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile57th95th
Tasks at Risk (>50%)6 / 1513 / 15
Median Salary$61,680$40,900
Employment33K384K

Skill Comparison

|

Sorted by largest difference

Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Documenting/Recording Information
Controlling Machines and Processes
Communicating with Persons Outside Organization
Design
Quality Control Analysis
Establishing and Maintaining Interpersonal Relationships
Interacting With Computers
Visualization
Rate Control
Identifying Objects, Actions, and Events
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

29%

total discount

Packaging and Filling Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns -$20,780(-34%) vs Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
Aircraft Structure, Surfaces, Rigging, and Systems AssemblersPackaging and Filling Machine Operators and Tenders
10th
$46,040$31,890
25th
$53,180$36,250
Median
$61,680$40,900
75th
$75,240$48,440
90th
$94,950$58,910

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers20282035
Packaging and Filling Machine Operators and Tenders20282035
20242030203520402045

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers has a longer runway before significant displacement, projected 0 years later than Packaging and Filling Machine Operators and Tenders.

Risk-Adjusted Salary

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

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

$41,258

from $61,680

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

After adjusting for AI risk, Aircraft Structure, Surfaces, Rigging, and Systems Assemblers offers $19,769 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aircraft

0

Unique to Packaging

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Aircraft Structure, Surfaces, Rigging, and Systems AssemblersPackaging and Filling Machine Operators and Tenders