Takeover Tracker
35%medium risk
Medical Equipment Preparers
vs

50 shared · 24 different

core competencies

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

Side-by-Side Comparison

MetricMedical Equipment PreparersAircraft Structure, Surfaces, Rigging, and Systems Assemblers
Risk Score35.3%33.1%
Risk TierMedium RiskMedium Risk
Risk Percentile67th57th
Tasks at Risk (>50%)6 / 156 / 15
Median Salary$46,490$61,680
Employment73K33K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Identifying Objects, Actions, and Events
Processing Information
Judging the Qualities of Things, Services, or People
Monitor Processes, Materials, or Surroundings
Organizing, Planning, and Prioritizing Work
Inspecting Equipment, Structures, or Material
Making Decisions and Solving Problems
Assisting and Caring for Others
Education and Training
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Equipment Preparers

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

Medical Equipment Preparers

6 of 15 at risk
87%Maintain records of inventory or equipment usage and order medical instruments or supplies when inventory is low.
86%Order medical supplies for healthcare facilities or laboratories.
86%Record sterilizer test results.
86%Report defective equipment to appropriate supervisors or staff.
84%Check sterile supplies to ensure that they are not outdated.

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 +$15,190(+33%) vs Medical Equipment Preparers
Medical Equipment PreparersAircraft Structure, Surfaces, Rigging, and Systems Assemblers
10th
$35,400$46,040
25th
$38,910$53,180
Median
$46,490$61,680
75th
$56,160$75,240
90th
$67,070$94,950

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Equipment Preparers2028–2035
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 Medical Equipment Preparers.

Risk-Adjusted Salary

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

Medical Equipment Preparers

$30,079

from $46,490

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

$41,258

from $61,680

After adjusting for AI risk, Aircraft Structure, Surfaces, Rigging, and Systems Assemblers offers $11,179 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Medical

0

Unique to Aircraft

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Medical Equipment PreparersAircraft Structure, Surfaces, Rigging, and Systems Assemblers
Find transitions from Medical Equipment PreparersFind transitions from Aircraft Structure, Surfaces, Rigging, and Systems Assemblers