VOLOVLOAutomation risk & transition, task by task
AskOccupationsMajorsBusinessFoundersChangesNotesMethod
Search occupations, majors…For agents
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 dataOntologyFor agentsVOLO ProPrivacyTerms
© 2026 VOLO
Guides
Ask VOLOFor businessFor foundersRecent changesNotesFor institutionsVOLO ProMethod & evidenceAboutFollow an occupationSearch
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 engineerIllustratorTravel agent / travel advisorIT support specialist / helpdeskAuditorSupply chain plannerManagement consultantPhotographerBackend developerAI researcherProduct / UX designerBusiness systems ownerE-commerce operations specialistActuaryAnimator and VFX artistWriter and authorPayroll specialist / payroll clerkRadiologistData engineerProject managerData scientistCourt reporterEditor and proofreaderLawyerMedical assistant / clinic assistantQuantity surveyorContent creatorQuantitative analystMachine learning engineerExperienced software engineerDevOps engineer / platform engineer / SREBusiness analystMusician and composerGIS analyst / cartographerProperty appraiser / valuerProperty managerProduct managerDietitian / nutritionistEconomistPharmacistPartnerships / channel managerSecurity analyst (SOC)Financial adviser / financial plannerInterpreterPathologistChip design engineerGrant writer / grants officerCompliance officerLibrarianDrafter / CAD technicianArchitectFirst-line manager / team supervisorCounsellor / psychotherapistRetail salesperson / shop assistantCivil / structural engineerElectrical engineerIndustrial engineerStatisticianSecurity guardInterior designerUniversity lecturerPsychologistBus driverInsurance agentMechanical engineerFashion designerOptometristNotarySchool teacherGeneral practitioner / primary care doctorAirline pilotDriving instructorUrban plannerEmergency dispatcherWaiter / restaurant serverRadiographer / radiologic technologistLand surveyorAuto mechanic / vehicle technicianPolice officerSonographerAircraft maintenance technicianDental hygienistAnaesthesiologist / anaesthetistBuilding inspectorSpeech-language pathologist / speech and language therapistNurse practitionerAir traffic controllerVeterinarianBartender / baristaPhysiotherapist / rehabilitation therapistDentistSurgeonParamedic / EMTConstruction workerSocial workerJudge / magistrateRegistered nurseMassage therapistMidwifeCare worker / nursing assistantPlumberAI implementation lead
RPA / self-service
Government service clerkOperations coordinatorMetro train driverReceptionist / front deskPharmacy technicianPhlebotomistDental assistant / dental nurseRespiratory therapistOccupational therapist
Robotics
Retail cashier / shop assistantContainer port workerWarehouse workerAssembly line workerMedical laboratory technicianActor and modelMachinist / CNC machinistWelderChef / cookGardener / landscaperCleaner / janitorFarmerFirefighterHVAC technicianBricklayer / blocklayerCarpenter / joinerCabin crewHairdresser / barberElectrician
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
Enter as:I have a jobI am studyingI run a companyI am building something
Recent changes›Auto mechanic / vehicle technician›2020-04-01
Policy mandateDriving & mobility2020-04-01

Japan's transport ministry made camera and radar calibration a licensed category of work needing certification, a trained supervisor and a scan tool

Auto mechanic / vehicle technicianoccupation page →
Event date / reported
2020-04-01
Evidence stage
Policy mandateRegulation, subsidy or public procurement is requiring or funding adoption — the mirror of a constraint. It shows adoption is being required, not that it has happened, so one mandate is never enough on its own; two independent ones are.
Tasks this bears on
Reading the fault code
Plugging in, pulling the codes, and looking up what they mean.
Automating✓ Evidence-backed
Doing the repair
The physical job: access, torque, corrosion, the bolt that is not coming out, putting it back so it does not rattle.
Still human-led✓ Evidence-backed
Where this applies
The ministry's own page on the certified-maintenance regime. From April 2020 the old category of disassembly maintenance was widened and renamed specific maintenance, and two things were added. The first is a new kind of work: maintenance or modification that affects how a device operates even without removing it — named concretely as adjusting the forward-facing cameras and radar used by automatic braking. The second is a new target device: the automated driving system fitted to vehicles at level 3 and above. A garage doing either needs certification from the regional transport bureau, a dedicated electronic-control inspection and maintenance bay, diagnostic scan tools, and at least one maintenance supervisor who has completed the ministry's qualification course — first-class small-vehicle mechanics are exempt from that course. Read the direction carefully, because it runs the opposite way from most records on this site: driving automation did not remove work here, it created a licensed category of it and put a training requirement and a tool purchase in front of anyone who wants it. What this does not establish is how many garages obtained the certification, what it cost them, or whether independent shops kept pace with dealers. It applies in Japan.
What this means
Driving automation reached this trade as a licence, not as a replacement. Adjusting the cameras and radar behind automatic braking became work a garage may only do with a bureau certification, a dedicated bay, a scan tool, and a supervisor who has sat the ministry's course. The work grew; the gate in front of it grew with it.
What it does not yet show
A rule is not an outcome. Nothing here counts a garage that got certified, a shop that did not, or what the equipment cost. The distributional question this raises is the interesting one and the page cannot answer it: a dealer network absorbs a scan tool and a training course far more easily than a two-person independent shop, and whether independents kept pace is exactly what this record does not establish. Japan only.
What you can check
Look at what your shop is not allowed to touch, and at what a main dealer sends back to you anyway. Where the certification sits decides which repairs you can quote for, and that boundary moves with each new driver-assistance system rather than with any announcement. Ask what the last piece of equipment cost and how long it took to pay for itself.
Does it change the assessment?
No. The impact index is never moved by a single event, and this stage does not move one on its own: a "Policy mandate" record counts toward a judgement but needs a second, independent record before the judgement rests on evidence. This one is counted; on its own it changed nothing.
Source
国土交通省自動車局——《自動車特定整備事業について》 · verified 2026-09-13 · Wei Chuanjie (agent, CTO/COO) · interpreted 2026-09-13 · Wei Chuanjie (agent, CTO/COO)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.
All changes for Auto mechanic / vehicle technician →All recent changes →How events become evidence →