VOLOVLOAutomation risk & transition, task by task
AskOccupationsMajorsBusinessFoundersChangesNotesMethod
Search occupations, majors…
EN
  • English
  • 简体中文
  • 日本語
  • Español
  • Português
  • Français
VLO
VOLO

Understanding how automation changes work — task by task, with the evidence shown and the uncertainty admitted.

AskOccupationsMajorsBusinessFoundersChangesNotesMethodWill AI replace my job?AboutRole diagnosisOpen dataOntologyVOLO ProPrivacyTerms
© 2026 VOLO
Occupations
All occupations
AI / software
Translator / InterpreterBank tellerCopywriterContent moderatorCustomer service representativeAdministrative assistantSoftware tester / QA engineerData entry clerkGraphic designerParalegalVideo editorAccountant / BookkeeperMarketing specialistFrontend developerTax preparer / tax agentVoice actorMedical coderData analystInsurance claims handlerTechnical writer / documentation engineerJunior software developerInsurance underwriterHR / recruiterLoan officer / credit officerFinancial analystProcurement / supply chain specialistJournalistSales / account managerReal estate agentNetwork engineerIllustratorIT support specialist / helpdeskAuditorSupply chain plannerManagement consultantPhotographerBackend developerAI researcherProduct / UX designerBusiness systems ownerE-commerce operations specialistActuaryAnimator and VFX artistWriter and authorRadiologistData engineerProject managerData scientistCourt reporterEditor and proofreaderLawyerMedical assistant / clinic assistantQuantity surveyorContent creatorQuantitative analystMachine learning engineerExperienced software engineerDevOps / platform / SRE engineerBusiness analystMusician and composerProduct managerPharmacistPartnerships / channel managerSecurity analyst (SOC)Financial adviser / financial plannerInterpreterCompliance officerLibrarianArchitectFirst-line manager / team supervisorCounsellor / therapistRetail salesperson / shop assistantCivil / structural engineerElectrical engineerIndustrial engineerSecurity guardInterior designerUniversity lecturerBus driverInsurance agentMechanical engineerSchool teacherGeneral practitioner / primary care doctorAirline pilotWaiter / restaurant serverRadiographer / radiologic technologistAuto mechanic / vehicle technicianPolice officerSonographerAircraft maintenance technicianAir traffic controllerVeterinarianPhysiotherapist / rehabilitation therapistDentistSurgeonConstruction workerSocial workerRegistered nurseCare worker / nursing assistantPlumberAI implementation lead
RPA / self-service
Government service clerkOperations coordinatorMetro train driverReceptionist / front deskPharmacy technician
Robotics
Retail cashier / shop assistantContainer port workerWarehouse workerAssembly line workerMedical laboratory technicianActor and modelWelderChef / cookCleaner / janitorFarmerFirefighterCabin crewElectrician
Autonomous driving
Ride-hail / taxi driverTruck driverDelivery rider / courier
Majors
All majorsEnglish / Foreign languagesComputer scienceAccountingPsychologyJournalism / CommunicationFinanceLawVisual communication designMarketingNursingBusiness administrationEducation and teacher trainingArchitecturePublic administrationMedicineHospitality and tourism managementEconomicsInformation systems
Guides
Ask VOLOFor businessFor foundersRecent changesNotesRole diagnosisFirst AI experimentVOLO ProMethod & evidenceAboutFollow an occupationSearch
You are reading as:I have a jobI am studyingI run a companyI am building something
On this pageHow it connectsIn the official classificationWhat O*NET rates highestEach task in O*NET's termsRules that bind this workOur task judgementsSources and rules
Occupations›Aircraft maintenance technician›Ontology

Aircraft maintenance technician — skills, knowledge and links

Where this job sits in the official classifications, what those classifications say it demands, and what it connects to. Every block names its source: our own judgements, the U.S. Department of Labor's O*NET, or the U.S. Department of Education.

How it connects#

Degrees that lead here
—
Aircraft maintenance technicianO*NET 49-3011.00
Related occupations on this site (O*NET)
Auto mechanic / vehicle technicianO*NET 31.0

O*NET also lists (no page here yet): Avionics Technicians · Aircraft Structure, Surfaces, Rigging, and Systems Assemblers · Aircraft Service Attendants · Aerospace Engineering and Operations Technologists and Technicians · Engine and Other Machine Assemblers · Electro-Mechanical and Mechatronics Technologists and Technicians · Bus and Truck Mechanics and Diesel Engine Specialists · Motorboat Mechanics and Service Technicians

In the official classification#

O*NET-SOC 49-3011.00 · O*NET 31.0

Aircraft Mechanics and Service Technicians

Fit with this page: same job

Job Zone 3: medium preparation

See it on O*NET OnLine ↗

In Europe, internationally and in Singapore

ESCO 7232.5 · ESCO

aircraft maintenance technician

Fit with this page: same job

See it in ESCO ↗
ISCO-08 7232 · ILO

Aircraft engine mechanics and repairers

Fit with this page: broader than this page

SSOC 2024 72320 · Singapore DOS

Aircraft engine mechanic/repairer

Fit with this page: same job

What O*NET rates highest#

From O*NET 49-3011.00 (Aircraft Mechanics and Service Technicians). Ordered by O*NET's importance rating; the words are O*NET's own scale anchors.

Transferable skills

  1. Equipment MaintenanceExtremely important
  2. RepairingExtremely important
  3. TroubleshootingExtremely important
  4. Operations MonitoringVery important
  5. Complex Problem SolvingVery important
  6. Operation and ControlVery important
  7. Quality Control AnalysisVery important
  8. Judgment and Decision MakingVery important

Knowledge

  1. MechanicalExtremely important
  2. Public Safety and SecurityVery important
  3. Engineering and TechnologyVery important
  4. English LanguageVery important
  5. TransportationVery important
  6. Education and TrainingImportant

Work activities

  1. Documenting/Recording InformationExtremely important
  2. Inspecting Equipment, Structures, or MaterialsExtremely important
  3. Evaluating Information to Determine Compliance with StandardsExtremely important
  4. Getting InformationExtremely important
  5. Making Decisions and Solving ProblemsExtremely important
  6. Updating and Using Relevant KnowledgeVery important

Abilities

  1. Problem SensitivityExtremely important
  2. Written ComprehensionVery important
  3. Near VisionVery important
  4. Information OrderingVery important
  5. Manual DexterityVery important
  6. Finger DexterityVery important

Essential skills

  1. Reading ComprehensionVery important
  2. Critical ThinkingVery important
  3. MonitoringVery important
  4. Active ListeningVery important
  5. SpeakingImportant

Each task in O*NET's terms#

O*NET describes work as detailed activities. Each of this page's 5 tasks is matched only against the activities O*NET lists for this occupation, with a stated fit; 5 match at least one. The alignment and its fit are this site's judgement, made task by task by its AI agent (Claude) on 2026-09-26; O*NET does not align tasks like ours. The activity names are O*NET's, the translations ours.

  • Scheduled inspections and checks
    Inspect structural components of vehicles to identify problems.the closest O*NET has, not the same · Inspecting Equipment, Structures, or Materials · O*NET 31.0
    Inspect mechanical equipment to locate damage, defects, or wear.covers part of this task · Inspecting Equipment, Structures, or Materials · O*NET 31.0
  • Borescope and non-destructive inspection
    Inspect mechanical components of vehicles to identify problems.the closest O*NET has, not the same · Inspecting Equipment, Structures, or Materials · O*NET 31.0
  • Troubleshooting and repair
    Troubleshoot equipment or systems operation problems.the closest O*NET has, not the same · Making Decisions and Solving Problems · O*NET 31.0The same activity in: Auto mechanic · Librarian
    Replace worn, damaged, or defective mechanical parts.covers part of this task · Repairing and Maintaining Mechanical Equipment · O*NET 31.0
    Repair worn, damaged, or defective mechanical parts.covers part of this task · Repairing and Maintaining Mechanical Equipment · O*NET 31.0The same activity in: Auto mechanic
  • Signing off and return to service
    Inspect completed work to ensure proper functioning.the closest O*NET has, not the same · Inspecting Equipment, Structures, or Materials · O*NET 31.0
  • Records and maintenance planning
    Maintain repair or maintenance records.the closest O*NET has, not the same · Documenting/Recording Information · O*NET 31.0
    Order materials, supplies, or equipment.covers part of this task · Monitoring and Controlling Resources · O*NET 31.0

Rules that bind this work#

Laws, regulations, court rules, regulators' guidance and collective agreements that this page's verified records read — each with the verb that matters and whom it binds. Read from each record by this site's AI agent (Claude) on 2026-09-26. Official names stay in their own language.

United States · regulation

14 CFR 43.7

§ 43.7(a)–(g): who may approve return to service after maintenance · may · binds a person (licensed or not) · requires a person to do, decide or answer for it → Signing off and return to service

1964-04-23 · the record →
VOLO judgement
United States · regulation

14 CFR 43.9

§ 43.9(a)(4): signature, certificate number and kind of certificate of the approving person · must · binds a person (licensed or not) · requires a person to do, decide or answer for it → Signing off and return to service · Records and maintenance planning

1964-04-23 · the record →
VOLO judgement
United States · regulation

14 CFR 145.213

§ 145.213(d): sign-off on final inspections and maintenance releases · may · binds a person (licensed or not) · requires a person to do, decide or answer for it → Signing off and return to service

2001-08-06 · the record →
VOLO judgement

Our task judgements#

O*NET says what this job demands. It does not say what automation is doing to it — that is what this site's 5 task judgements are for: 3 backed by a verified event, 2 platform inference. VOLO judgement

Every task, one by one →What they rest on →

Sources and rules#

  • Each block says where it comes from: this site's own judgements, O*NET, the U.S. Department of Education's CIP–SOC crosswalk, the European ESCO classification and its official crosswalk to O*NET, the ILO's ISCO-08, Singapore's SSOC 2024, or something computed mechanically from those. Nothing on this page is a rating we made up.
  • O*NET's importance ratings are used only to order and shorten the lists. They are never combined with this site's impact index or evidence counts.
  • The fit between our page and an O*NET occupation is our judgement and is stated per code: same job, broader, part of it, or only the closest there is.
  • The ESCO and ISCO-08 fits are derived mechanically from the official ESCO–O*NET crosswalk; where we override it, we say why in our data (for example, the crosswalk pairs radiologists with radiographers, which is a different job). The SSOC 2024 fit is our reading of the Singapore Department of Statistics' own titles and definitions. Official names are shown as their publishers write them; we do not translate them.
  • Each task is matched only against the detailed work activities O*NET lists for the codes this page maps to. Where nothing fits, the page says why instead of forcing a match: work O*NET does not describe yet (used only for tasks we judge to be emerging), or nothing in O*NET's list for this occupation. An alignment never changes a task's direction, its basis or the impact index.
  • Rules are read only from this site's verified records. A rule's official name must appear word for word in a record that reads it, so no name is made up; a policy mandate is read only as 'must', 'must not' or 'funds', because 'should' and 'in principle' are not a mandate. Reading a rule never changes a task's direction, its basis or the impact index.
  • How these pieces fit together — objects, links and the actions that change them — is drawn as one diagram: The VOLO ontology
  • ESCO (European Commission), occupation records from the ESCO API; CC BY 4.0. ESCO–O*NET crosswalk, ESCO Secretariat with the U.S. Department of Labor/ETA, version 1 (Sep 2022), O*NET-SOC 2019 ↔ ESCO v1.1.0; CC BY 4.0. Singapore Department of Statistics, Singapore Standard Occupational Classification 2024 and its correspondence with ISCO-08.
  • O*NET 31.0 Database, August 2026 release, U.S. Department of Labor/Employment and Training Administration, CC BY 4.0. O*NET® is a trademark of USDOL/ETA. The translations of O*NET descriptors on this page are ours, not O*NET's.
← Back to Aircraft maintenance technicianThe other layer: every task, one by one →