Takeover Tracker
40%medium risk
Computer-Controlled Machine Tool Operators, Metal and Plastic
vs

72 shared · 18 different

core competencies

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

Side-by-Side Comparison

MetricComputer-Controlled Machine Tool Operators, Metal and PlasticAircraft Structure, Surfaces, Rigging, and Systems Assemblers
Risk Score39.9%33.1%
Risk TierMedium RiskMedium Risk
Risk Percentile80th57th
Tasks at Risk (>50%)9 / 156 / 15
Median SalaryN/A$61,680
EmploymentN/A33K

Skill Comparison

|

Sorted by largest difference

Mechanical
Operation Monitoring
Reaction Time
Physics
Hearing Sensitivity
Repairing and Maintaining Mechanical Equipment
Rate Control
Documenting/Recording Information
Auditory Attention
Operation and Control
MonitoringAI-Augmented
Extent Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer-Controlled Machine Tool Operators, Metal and Plastic

29%

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

Computer-Controlled Machine Tool Operators, Metal and Plastic

9 of 15 at risk
88%Calculate machine speed and feed ratios and the size and position of cuts.
86%Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.
86%Insert control instructions into machine control units to start operation.
84%Review program specifications or blueprints to determine and set machine operations and sequencing, finished workpiece dimensions, or numerical control sequences.
84%Monitor machine operation and control panel displays and compare readings to specifications to detect malfunctions.

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

Computer-Controlled Machine Tool Operators, Metal and PlasticAircraft Structure, Surfaces, Rigging, and Systems Assemblers
10th
N/A$46,040
25th
N/A$53,180
Median
N/A$61,680
75th
N/A$75,240
90th
N/A$94,950

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Computer-Controlled Machine Tool Operators, Metal and Plastic2028–2035
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 Computer-Controlled Machine Tool Operators, Metal and Plastic.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Computer-Controlled

0

Unique to Aircraft

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Fine Manipulation
Creativity
Computer-Controlled Machine Tool Operators, Metal and PlasticAircraft Structure, Surfaces, Rigging, and Systems Assemblers
Find transitions from Computer-Controlled Machine Tool Operators, Metal and PlasticFind transitions from Aircraft Structure, Surfaces, Rigging, and Systems Assemblers