AITakeover Tracker
22%low risk

Aircraft Mechanics and Service Technicians

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

Higher risk than 10% of occupations

AI Impact Summary

Aircraft Mechanics and Service Technicians faces low AI displacement risk with a score of 22/100. This occupation has higher AI displacement risk than 10% of all analyzed occupations. Of 38 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact 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 (11)

Equipment Maintenance78%

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

Adaptability/Flexibility85%

Adaptability/Flexibility 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.

Manual Dexterity80%

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

Leadership88%

Leadership 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.

Coordination70%

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

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingSystems AnalysisActive LearningWritingTechnology Design

Recommended Courses

Courses matched to Aircraft Mechanics and Service Technicians skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.7pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma12%
Some College60%
Associate's Degree25%
Bachelor's Degree3%

Prior Experience Needed

Work experience required to enter this job

None14%
3-6 months3%
6 months - 1 year25%
1-2 years17%
2-4 years31%
4-6 years8%
Over 10 years1%

Training Provided After Hiring

How long it typically takes to learn on the job

None2%
Up to 1 month11%
1-3 months13%
3-6 months3%
6 months - 1 year39%
1-2 years25%
2-4 years5%
6-8 years3%

How AI Impacts Each Task

38 tasks analyzed

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

Risk: 11.0%AI: 5EstimatedTime: 2%

Conduct routine and special inspections as required by regulations.

Risk: 11.0%AI: 5EstimatedTime: 2%

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

Risk: 35.0%AI: 20EstimatedTime: 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.

Risk: 57.0%AI: 75EstimatedTime: 2%

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

Risk: 86.0%AI: 92EstimatedTime: 2%

Inspect airframes for wear or other defects.

Risk: 13.0%AI: 10EstimatedTime: 2%

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

Risk: 9.0%AI: 0EstimatedTime: 2%

Measure parts for wear, using precision instruments.

Risk: 41.0%AI: 20EstimatedTime: 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.

Risk: 9.0%AI: 0EstimatedTime: 2%

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

Risk: 39.0%AI: 30EstimatedTime: 2%

Obtain fuel and oil samples and check them for contamination.

Risk: 39.0%AI: 15EstimatedTime: 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.

Risk: 9.0%AI: 0EstimatedTime: 3%

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.

Risk: 9.0%AI: 0EstimatedTime: 2%

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

Risk: 9.0%AI: 0EstimatedTime: 3%

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

Risk: 59.0%AI: 80EstimatedTime: 2%

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

Risk: 37.0%AI: 25EstimatedTime: 2%

Measure the tension of control cables.

Risk: 37.0%AI: 10EstimatedTime: 1%

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

Risk: 35.0%AI: 5EstimatedTime: 1%

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

Risk: 9.0%AI: 0EstimatedTime: 2%

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

Risk: 9.0%AI: 0EstimatedTime: 2%

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

Risk: 37.0%AI: 10EstimatedTime: 1%

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

Risk: 11.0%AI: 5EstimatedTime: 2%

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

Risk: 9.0%AI: 0EstimatedTime: 2%

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

Risk: 37.0%AI: 10EstimatedTime: 2%

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

Risk: 37.0%AI: 10EstimatedTime: 2%

Cure bonded structures, using portable or stationary curing equipment.

Risk: 41.0%AI: 20EstimatedTime: 1%

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

Risk: 9.0%AI: 0EstimatedTime: 2%

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

Risk: 51.0%AI: 60EstimatedTime: 1%

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

Risk: 9.0%AI: 0EstimatedTime: 1%

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

Risk: 9.0%AI: 0EstimatedTime: 8%

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

Risk: 11.0%AI: 5EstimatedTime: 2%

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

Risk: 86.0%AI: 92EstimatedTime: 5%

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

Risk: 43.0%AI: 25EstimatedTime: 8%

Determine repair limits for engine hot section parts.

Risk: 47.0%AI: 50EstimatedTime: 5%

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

Risk: 57.0%AI: 60EstimatedTime: 8%

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

Risk: 19.0%AI: 10EstimatedTime: 5%

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

Risk: 11.0%AI: 5EstimatedTime: 8%

Prepare and paint aircraft surfaces.

Risk: 61.0%AI: 70EstimatedTime: 5%

Protective Factors

Total protective discount: 32.8%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailIntegrityDependabilityPersistenceSelf ControlInitiativeAdaptability/FlexibilityAchievement/EffortIndependenceStress ToleranceLeadershipAnalytical Thinking

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
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Automotive Master Mechanics

20%
Low Risk

Median salary: $49,670

Higher risk than 6% of other occupations

Maintenance and Repair Workers, General

24%
Low Risk

Median salary: $48,620

Higher risk than 16% of other occupations

Industrial Machinery Mechanics

24%
Low Risk

Median salary: $63,760

Higher risk than 16% of other occupations

Medical Equipment Repairers

26%
Medium Risk

Median salary: $62,630

Higher risk than 22% of other occupations

Electrical and Electronics Repairers, Commercial and Industrial Equipment

27%
Medium Risk

Median salary: $71,300

Higher risk than 24% of other occupations

Ship Engineers

28%
Medium Risk

Median salary: $101,320

Higher risk than 30% of other occupations

Robotics Technicians

28%
Medium Risk

Median salary: $70,760

Higher risk than 31% of other occupations

Avionics Technicians

29%
Medium Risk

Median salary: $81,390

Higher risk than 35% of other occupations

Mechanical Engineering Technicians

31%
Medium Risk

Median salary: $68,730

Higher risk than 46% of other occupations

Manufacturing Production Technicians

40%
Medium Risk

Median salary: $77,390

Higher risk than 82% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

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.

  • Equipment Maintenance

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

  • Adaptability/Flexibility

    Adaptability/Flexibility 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.

  • Manual Dexterity

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

  • Leadership

    Leadership 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.

  • Monitoring

    Monitoring 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.

Score History

Risk score over 3 scoring runs

-0.8

overall change

Checking for existing plan...