Takeover Tracker
vs

56 shared · 15 different

core competencies

Side-by-Side Comparison

MetricAircraft Structure, Surfaces, Rigging, and Systems AssemblersGrinding and Polishing Workers, Hand
Risk Score33.1%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile57th75th
Tasks at Risk (>50%)6 / 156 / 15
Median Salary$61,680$41,690
Employment33K12K

Skill Comparison

|

Sorted by largest difference

Documenting/Recording Information
Thinking Creatively
Updating and Using Relevant Knowledge
Design
Analyzing Data or Information
Performing General Physical Activities
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Communicating with Persons Outside Organization
Computers and Electronics
Visualization
Coordinating the Work and Activities of Others
Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

29%

total discount

Grinding and Polishing Workers, Hand

25%

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.

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$19,990(-32%) vs Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
Aircraft Structure, Surfaces, Rigging, and Systems AssemblersGrinding and Polishing Workers, Hand
10th
$46,040$32,120
25th
$53,180$36,660
Median
$61,680$41,690
75th
$75,240$48,410
90th
$94,950$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers20282035
Grinding and Polishing Workers, Hand20282035
20242030203520402045

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers has a longer runway before significant displacement, projected 0 years later than Grinding and Polishing Workers, Hand.

Risk-Adjusted Salary

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

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

$41,258

from $61,680

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Aircraft Structure, Surfaces, Rigging, and Systems Assemblers offers $15,343 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aircraft

0

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Aircraft Structure, Surfaces, Rigging, and Systems AssemblersGrinding and Polishing Workers, Hand