AITakeover Tracker
38%medium risk

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

SOC: 51-2011.00 · Job Zone 2 (Some preparation)

Assemble, fit, fasten, and install parts of airplanes, space vehicles, or missiles, such as tails, wings, fuselage, bulkheads, stabilizers, landing gear, rigging and control equipment, or heating and ventilating systems.

MediumEst. full displacement: 20412051high confidence
Raw task score: 48.8Protective discount: 22.6%30 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers faces moderate AI displacement risk with a score of 38/100. Significant displacement is estimated between 2041 and 2051. Of 30 analyzed tasks, 5 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Wage & Employment (2024)

Median Wage

$61,680

per year

Mean Wage

$66,510

per year

Employment

33K

workers

Wage Range

$46,040 - $94,950

10th - 90th pct

Wage Distribution

$46,040Median: $61,680$94,950

Protective Factors

Total protective discount: 22.6%

Skill Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (7)

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (5)

Critical ThinkingJudgment and Decision MakingSystems AnalysisActive LearningWriting

Recommendations

Skills to Develop

These skills are at risk from AI automation. Aircraft Structure, Surfaces, Rigging, and Systems Assemblers professionals should diversify beyond them.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Reading Comprehension

    Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Instructing

    Instructing is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

30 tasks analyzed

Assemble parts, fittings, or subassemblies on aircraft, using layout tools, hand tools, power tools, or fasteners, such as bolts, screws, rivets, or clamps.

Routine ManualAI: 25Risk: 43.0Time: 6%

Set, align, adjust, or synchronize aircraft armament or rigging or control system components to established tolerances or requirements using sighting devices and hand tools.

Routine ManualAI: 20Risk: 41.0Time: 4%

Read blueprints, illustrations, or specifications to determine layouts, sequences of operations, or identities or relationships of parts.

Routine CognitiveAI: 90Risk: 85.2Time: 6%

Attach brackets, hinges, or clips to secure or support components or subassemblies, using bolts, screws, rivets, chemical bonding, or welding.

Routine ManualAI: 30Risk: 45.0Time: 5%

Join structural assemblies, such as wings, tails, or fuselage.

Routine ManualAI: 40Risk: 49.0Time: 4%

Position and align subassemblies in jigs or fixtures, using measuring instruments and following blueprint lines and index points.

Routine ManualAI: 30Risk: 45.0Time: 4%

Cut, trim, file, bend, or smooth parts to ensure proper fit and clearance.

Non-Routine ManualAI: 5Risk: 11.0Time: 5%

Inspect or test installed units, parts, systems, or assemblies for fit, alignment, performance, defects, or compliance with standards, using measuring instruments or test equipment.

Routine CognitiveAI: 80Risk: 81.2Time: 5%

Adjust, repair, rework, or replace parts or assemblies to ensure proper operation.

Non-Routine ManualAI: 0Risk: 9.0Time: 5%

Fabricate parts needed for assembly or installation, using shop machinery or equipment.

Routine ManualAI: 55Risk: 55.0Time: 4%

Layout and mark reference points and locations for installation of parts or components, using jigs, templates, or measuring and marking instruments.

Routine CognitiveAI: 70Risk: 77.2Time: 4%

Assemble prototypes or integrated-technology demonstrators of new or emerging environmental technologies for aircraft.

Non-Routine ManualAI: 5Risk: 11.0Time: 3%

Swage fittings onto cables, using swaging machines.

Routine ManualAI: 40Risk: 49.0Time: 2%

Manually install structural assemblies or signal crane operators to position assemblies for joining.

Routine ManualAI: 25Risk: 43.0Time: 3%

Align, fit, assemble, connect, or install system components, using jigs, fixtures, measuring instruments, hand tools, or power tools.

Routine ManualAI: 30Risk: 45.0Time: 4%

Clean, oil, or coat system components as necessary before assembly or attachment.

Routine ManualAI: 35Risk: 47.0Time: 3%

Set up or operate machines or systems to crimp, cut, bend, form, swage, flare, bead, burr, or straighten tubing, according to specifications.

Routine ManualAI: 55Risk: 55.0Time: 3%

Assemble prefabricated parts to form subassemblies.

Routine ManualAI: 35Risk: 47.0Time: 4%

Place and connect control cables to electronically controlled units, using hand tools, ring locks, cotter keys, threaded connectors, turnbuckles, or related devices.

Routine ManualAI: 25Risk: 43.0Time: 3%

Monitor robotic assembly equipment, such as snake-arm robots, used to assemble, seal, or swage aircraft structures.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Install mechanical linkages and actuators, using tensiometers to verify tension of cables.

Routine ManualAI: 25Risk: 43.0Time: 2%

Install accessories in swaging machines, using hand tools.

Routine ManualAI: 30Risk: 45.0Time: 2%

Clean aircraft structures, parts, or components, using aqueous, semi-aqueous, aliphatic hydrocarbon, or organic solvent cleaning products or techniques to reduce carbon or other harmful emissions.

Routine ManualAI: 35Risk: 47.0Time: 2%

Mark identifying information on tubing or cable assemblies, using etching devices, labels, rubber stamps, or other methods.

Routine ManualAI: 55Risk: 55.0Time: 2%

Verify dimensions of cable assemblies or positions of fittings, using measuring instruments.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Weld tubing and fittings or solder cable ends, using tack-welders, induction brazing chambers, or other equipment.

Routine ManualAI: 40Risk: 49.0Time: 2%

Splice cables, using clamps and fittings, or reweave cable strands.

Routine ManualAI: 30Risk: 45.0Time: 2%

Fit and fasten sheet metal coverings to surface areas or other sections of aircraft prior to welding or riveting.

Routine ManualAI: 35Risk: 47.0Time: 2%

Capture or segregate waste material, such as aluminum swarf, machine cutting fluid, or solvents, for recycling or environmentally responsible disposal.

Routine ManualAI: 35Risk: 47.0Time: 2%

Cut cables and tubing, using master templates, measuring instruments, and cable cutters or saws.

Routine ManualAI: 55Risk: 55.0Time: 2%

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Career Planning

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