AITakeover Tracker
22%low risk

Aircraft Mechanics and Service Technicians

SOC: 49-3011.00 · Job Zone 3 (Medium preparation)

Diagnose, adjust, repair, or overhaul aircraft engines and assemblies, such as hydraulic and pneumatic systems. Includes helicopter and aircraft engine specialists.

LowEst. full displacement: 20462076high confidence
Raw task score: 30.6Protective discount: 26.7%38 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Aircraft Mechanics and Service Technicians faces low AI displacement risk with a score of 22/100. Significant displacement is estimated between 2046 and 2076. Of 38 analyzed tasks, 2 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

$78,680

per year

Mean Wage

$80,780

per year

Employment

136K

workers

Wage Range

$47,790 - $120,080

10th - 90th pct

Wage Distribution

$47,790Median: $78,680$120,080

Protective Factors

Total protective discount: 26.7%

Skill Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

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

Reading Comprehension10%

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

Mathematics10%

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

Memorization5%

Memorization 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.

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.

Coordination70%

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

Instructing75%

Instructing 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 Mechanics and Service Technicians professionals should diversify beyond them.

  • Information Ordering

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

  • Reading Comprehension

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

  • Mathematics

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

  • Memorization

    Memorization 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.

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.

  • Coordination

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

  • Instructing

    Instructing 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

38 tasks analyzed

Examine and inspect aircraft components, including landing gear, hydraulic systems, and deicers to locate cracks, breaks, leaks, or other problems.

Non-Routine ManualAI: 10Risk: 13.0Time: 3%

Conduct routine and special inspections as required by regulations.

Routine ManualAI: 30Risk: 45.0Time: 3%

Inspect completed work to certify that maintenance meets standards and that aircraft are ready for operation.

Non-Routine AnalyticalAI: 30Risk: 39.0Time: 2%

Read and interpret maintenance manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components.

Non-Routine AnalyticalAI: 80Risk: 59.0Time: 3%

Maintain repair logs, documenting all preventive and corrective aircraft maintenance.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Modify aircraft structures, space vehicles, systems, or components, following drawings, schematics, charts, engineering orders, and technical publications.

Non-Routine ManualAI: 0Risk: 9.0Time: 2%

Inspect airframes for wear or other defects.

Non-Routine ManualAI: 10Risk: 13.0Time: 2%

Measure parts for wear, using precision instruments.

Routine ManualAI: 40Risk: 49.0Time: 2%

Examine engines through specially designed openings while working from ladders or scaffolds, or use hoists or lifts to remove the entire engine from an aircraft.

Non-Routine ManualAI: 0Risk: 9.0Time: 2%

Check for corrosion, distortion, and invisible cracks in the fuselage, wings, and tail, using x-ray and magnetic inspection equipment.

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 2%

Obtain fuel and oil samples and check them for contamination.

Routine ManualAI: 30Risk: 45.0Time: 1%

Maintain, repair, and rebuild aircraft structures, functional components, and parts, such as wings and fuselage, rigging, hydraulic units, oxygen systems, fuel systems, electrical systems, gaskets, or seals.

Non-Routine ManualAI: 0Risk: 9.0Time: 4%

Disassemble engines and inspect parts, such as turbine blades or cylinders, for corrosion, wear, warping, cracks, and leaks, using precision measuring instruments, x-rays, and magnetic inspection equipment.

Non-Routine ManualAI: 0Risk: 9.0Time: 2%

Replace or repair worn, defective, or damaged components, using hand tools, gauges, and testing equipment.

Non-Routine ManualAI: 0Risk: 9.0Time: 4%

Read and interpret pilots' descriptions of problems to diagnose causes.

Non-Routine AnalyticalAI: 80Risk: 59.0Time: 2%

Test operation of engines and other systems, using test equipment, such as ignition analyzers, compression checkers, distributor timers, or ammeters.

Non-Routine AnalyticalAI: 40Risk: 43.0Time: 2%

Spread plastic film over areas to be repaired to prevent damage to surrounding areas.

Routine ManualAI: 30Risk: 45.0Time: 1%

Measure the tension of control cables.

Routine ManualAI: 30Risk: 45.0Time: 1%

Remove or install aircraft engines, using hoists or forklift trucks.

Non-Routine ManualAI: 0Risk: 9.0Time: 2%

Assemble and install electrical, plumbing, mechanical, hydraulic, and structural components and accessories, using hand or power tools.

Non-Routine ManualAI: 0Risk: 9.0Time: 3%

Locate and mark dimensions and reference lines on defective or replacement parts, using templates, scribes, compasses, and steel rules.

Routine ManualAI: 30Risk: 45.0Time: 1%

Fabricate defective sections or parts, using metal fabricating machines, saws, brakes, shears, and grinders.

Non-Routine ManualAI: 0Risk: 9.0Time: 2%

Reassemble engines following repair or inspection and reinstall engines in aircraft.

Non-Routine ManualAI: 0Risk: 9.0Time: 2%

Clean, refuel, and change oil in line service aircraft.

Routine ManualAI: 30Risk: 45.0Time: 1%

Service and maintain aircraft and related apparatus by performing activities such as flushing crankcases, cleaning screens, and or moving parts.

Routine ManualAI: 30Risk: 45.0Time: 2%

Cure bonded structures, using portable or stationary curing equipment.

Routine ManualAI: 30Risk: 45.0Time: 1%

Trim and shape replacement body sections to specified sizes and fits and secure sections in place, using adhesives, hand tools, and power tools.

Non-Routine ManualAI: 0Risk: 9.0Time: 1%

Listen to operating engines to detect and diagnose malfunctions, such as sticking or burned valves.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 1%

Remove or cut out defective parts or drill holes to gain access to internal defects or damage, using drills and punches.

Non-Routine ManualAI: 0Risk: 9.0Time: 1%

Accompany aircraft on flights to make in-flight adjustments and corrections.

Non-Routine ManualAI: 0Risk: 9.0Time: 1%

Install and align repaired or replacement parts for subsequent riveting or welding, using clamps and wrenches.

Non-Routine ManualAI: 0Risk: 9.0Time: 10%

Inventory and requisition or order supplies, parts, materials, and equipment.

Routine CognitiveAI: 85Risk: 83.2Time: 5%

Clean engines, sediment bulk and screens, and carburetors, adjusting carburetor float levels.

Non-Routine ManualAI: 5Risk: 11.0Time: 8%

Determine repair limits for engine hot section parts.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 8%

Clean, strip, prime, and sand structural surfaces and materials to prepare them for bonding.

Routine ManualAI: 40Risk: 49.0Time: 5%

Communicate with other workers to coordinate fitting and alignment of heavy parts, or to facilitate processing of repair parts.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 5%

Remove, inspect, repair, and install in-flight refueling stores and external fuel tanks.

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

Prepare and paint aircraft surfaces.

Routine ManualAI: 45Risk: 51.0Time: 5%

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