AI Career Map: which jobs get compressed, which get amplified?
We group occupations into 6 clusters by automation exposure, licensing/accountability, on-site work, human trust and regulatory responsibility.
Licensed & accountable Resilient
AI can assist, but the licensed professional carries final accountability.
Representative occupations：Registered accountant、Tax Consultant、Solicitor、Migration agent (registered migration agent)、Conveyancer (property title specialist)
→ Use AI as an efficiency tool; deepen judgement, specialisation and accountable experience.
Regulated & public safety Resilient
Involves public safety, enforcement, compliance, approvals and accountability held by people.
Representative occupations：Auditor、Customs Officer / Border Force Officer、Compliance officer、Patent examiner、Sports referee
→ Use AI for compliance and analysis efficiency; build field, investigation and management experience.
Hands-on & site-based Resilient
Work depends on being on-site, tools, environmental judgement and physical operation.
Representative occupations：Forestry worker / arborist、Slaughterer / Meat Processing Worker、Farm manager、Aquaculture worker、Viticulture Worker
→ Solidify licences and safety; add supervision, contracting and quoting skills.
Human trust & care Resilient
Value comes from emotional labour, care relationships, persuasion and trust.
Representative occupations：Kennel handler、Mortgage broker、Insurance broker、Buyer's Agent、Insurance broker
→ Use AI to cut paperwork; invest time in relationships and judgement; develop specialisation and supervision.
AI-augmented Opportunity (entry narrows)
AI absorbs junior tasks but greatly amplifies senior judgement and output.
Representative occupations：Agricultural technician / agronomist、Environmental Consultant、Horticultural Crop Grower (other)、Agronomist、Winemaker
→ Entry roles narrow — move from executor to decision-maker fast.
High AI exposure High risk
Much of the work is text, data entry, lookup and standard analysis — easiest for AI to take over.
Representative occupations：Records Manager、General Clerk、Office Manager、Bookkeeper、Bank Teller
→ Don't just learn tools — level up into domain knowledge, client communication, compliance and data judgement.
Map view (2D matrix)
Licensed & accountable Resilient
Why this cluster is affected
Licensed practice with legal liability — AI offloads work but cannot take responsibility; judgement stays human.
⚠ Tasks AI will take over or replace
- First drafts of records
- Lookup and collation
- Initial risk/anomaly flags
- Scheduling and admin
🛡 Human moat
- Licence and legal liability
- On-site work and complex judgement
- Accountability for outcomes
- Client/patient trust
✓ Who it fits
- Those willing to certify and own responsibility
- Those valuing stability and depth
✗ Who it does not fit
- Those avoiding certification/compliance
- Those wanting fully remote work
Already in it: what to build next
Use AI as an efficiency tool; deepen judgement, specialisation and accountable experience.
Not yet in: is it worth entering
Low automation risk and worth entering — be ready for certification and ongoing compliance.
Pivot toward
Build: licences/specialisation, verifying AI tools, English, client communication, coordination.
Representative occupations
Registered accountant · AUTax Consultant · AUSolicitor · AUMigration agent (registered migration agent) · AUConveyancer (property title specialist) · AUCredit analyst · AULand and Property Valuer · AULicensed financial adviser · AUOwners Corporation Manager · AUChief Executive Officer or Managing Director · AUFinancial Investment Manager · AUValuer · AUCivil Engineer · AUElectrical Engineer · AUEnvironmental engineer · AUQuantity Surveyor · AUStructural Engineer · AUGeotechnical engineer · AUGeotechnical engineer · AUAircraft Maintenance Engineer (Structures) · AUHealth information manager · AURegistered Nurse · AUGeneral Practitioner · AUDentist · AUPharmacist · AUVeterinarian · AUDietitian · AUSonographer · AUPodiatrist · AUChiropractor · AUMedical laboratory scientist · AUClinic Manager · AUBiochemist · AURespiratory scientist · AUOrthoptist · AURetail pharmacist · AUAnaesthetist · AUCardiologist · AUMedical Oncologist · AUGastroenterologist · AUPharmacy technician · AURespiratory therapy technician · AUElectrician · AUPlumber · AUGas Fitter/Gas Pipe Layer · AUFire protection plumber · AUPlumbing inspector · AUElevator Mechanic · AUExplosives Worker / Shot Firer · AUMine Surveyor · AUAviation Maintenance Engineer · AUFishing vessel master · AUAircraft Maintenance Engineer (Avionics) · AUAuditors and Accountants · CAFinancial auditors and accountants · CAActuary · CAImmigration consultant · CACustoms, Ship and Other Brokers · CAProperty valuer · CACourt Stenographer · CAFinancial and investment analyst · CAStockbroking, investment dealing, and broking · CAInsurance broker · CAPatent attorneys and patent examiners · CAFinance manager · CAProperty manager · CAInsurance underwriter · CASports referees and officials · CAClinical psychologist · CASchool principals and education administrators · CAUniversity Lecturer and Professor · CAFire safety engineer · CAHydrogeologist · CAUtility manager · CAUrban and Land Use Planner · CAAircraft assemblers and assembly inspectors · CASenior government managers and officials · CALegislator (Member of Parliament) · CASenior government managers and officials · CASenior Manager - Health, Education, Social and Community Services and Membership Organisations · CAGovernment Manager - Economic Analysis, Policy Development and Project Administration · CACourt Clerk and Related Court Services Occupations · CAEmployment Insurance and Taxation Officer · CADentist · CAPharmacist · CAVeterinarian · CAMedical radiation technologist · CALicensed practical nurse · CADental therapists and dental hygienists · CAPodiatrist · CAChiropractor · CAOther medical technologists and technicians · CAOrthotist or prosthetist · CAPhysiotherapist · CAHealth Information Management occupation · CAOther health diagnostic and treatment professional occupations · CAPharmacy Technician · CABuilding Inspector · CAGas fitter. · CAElevator Installer and Mechanic · CAAircraft Maintenance Engineer · CADeck Officer (senior) (Marine Transport) · CAAircraft mechanic and aircraft inspector · CATaxi and limousine drivers and chauffeurs · CAEnvironmental Management and Consulting Supervisor · DEChief Executive Officer · DEInsurance specialist · DEAccountant · DECost accounting · DEFinancial Control Officer · DEAuditor · DEAccounting, control and auditing managers · DETax Consultant · DELegal advice, trial and enforcement occupations (not further defined) · DELaw firm and notary office assistant · DENotary · DEMuseum curator · DEAviation, marine, and vehicle electronics technician · DEBuilding planning and supervision · DEUrban and Regional Planner · DEBuilding specialist and building inspector. · DEBiology managers and administrators · DEGeotechnical engineer · DEEnvironmental technology supervisor · DEAir traffic control electronics technician · DESocial security and insurance management specialist · DEJudicial administration officer · DELegislator · DEMedical documentation specialist · DEOrthodontic Visual Aligner Therapist · DEVeterinary medical technician · DEMedical laboratory manager · DEMedical Practitioner (Non-Specialist) · DESurgeon (specialist) · DESpecialist doctors in dermatology, ophthalmology, otorhinolaryngology, and genitourinary medicine · DEAnaesthetist · DEDentist and Orthodontist · DEHuman medicine and dental managers · DEVeterinarian (no specialization) · DELarge animal veterinarian · DEFamily and companion animal veterinarian · DEVeterinary and animal health management manager · DENon-medical psychotherapist · DEDiet and Nutrition Therapist · DEPodiatrist · DEPharmacist · DEPharmacology specialist doctor · DEPharmacy Manager · DENutrition counselor · DEOphthalmologist · DEMedical, Orthopaedic, and Rehabilitation Technology Supervisor · DEPlumbing, Sanitary, Heating and Air Conditioning Technical Supervisor · DEPipe construction worker · DEInland waterway and port captain · DEFlight instructor · DEChief Financial Officer · ESManager of banking, financial services, and insurance branches · ESNotaries and Registrars · ESLitigation agent · ESAccounting expert · ESLoan and credit salesperson · ESValuer · ESDirector and manager of waste management and other services companies · ESArchitectural and civil engineers · ESEnvironmental engineer · ESOther engineering professionals · ESUrban and Transportation Engineer · ESMember of the executive and legislative bodies · ESSenior public administration officials · ESProsecutor · ESSupport for professionals in handling public administration licenses · ESOther auxiliary professionals in public administration inspection and control · ESPrivate detective · ESArmed security · ESGeneral Practitioner · ESOther medical specialists · ESVeterinarian · ESPharmacist · ESDentist · ESNutritionists and dietary experts · ESPodiatrist · ESPharmacy technician · ESAero engine mechanics and adjusters · ESConstruction Electrician · ESShipping agency services · ESTrain driver · ESThe captain and senior crew on deck · ESFishing boat captain · FRInsurance product designer · FRInsurance Team and Service Manager · FRPortfolio Manager · FRReal estate manager · FRAudit and accounting supervisor · FRAccountant · FRCapital and financing manager · FRPresident/Director of a large enterprise or public institution · FRRegular middle school teacher · FRVehicle driving instructor · FRIndustrial Health and Safety (HSE) Management and Engineer · FRHead of Ecological Industrial Operations · FRPublic policy design and implementation management · FRRepresentatives of national territories or international territories · FRCommissioner for Enforcement of Public Finance Regulations · FRJudge · FRPrivate security manager · FRMedical information consultant · FRGeneral practitioners versus specialists · FRDentist · FRPharmacist · FRHearing aid dispenser · FRDietitian · FRPodiatrist · FRBuilding Technology Testing and Diagnosis · FRBuilding surveyor · FRConstruction Electrician · FRElevator installation and maintenance worker · FRAircraft maintenance technician · FRFlight Preparers · FRRegistered accountant · NZTax Consultant · NZSolicitor (lawyer) · NZMigration agent (registered migration agent) · NZConveyancer (property title specialist) · NZCredit analyst · NZLand and Property Valuer · NZLicensed financial adviser · NZOwners Corporation Manager · NZChief Executive Officer or Managing Director · NZFinancial Investment Manager · NZValuer · NZPatent examiner · NZCivil Engineer · NZElectrical Engineer · NZEnvironmental engineer · NZQuantity Surveyor · NZStructural Engineer · NZGeotechnical engineer · NZGeotechnical engineer · NZAircraft Maintenance Engineer (Structures) · NZHealth information manager · NZRegistered Nurse (Medical) · NZGeneral Practitioner · NZDentist · NZPharmacist · NZVeterinarian · NZDietitian · NZSonographer · NZPodiatrist · NZChiropractor · NZMedical laboratory scientist · NZClinic Manager · NZBiochemist · NZRespiratory scientist · NZRetail pharmacist · NZOsteopath · NZAnaesthetist · NZCardiologist · NZMedical Oncologist · NZGastroenterologist · NZAnaesthesia technician · NZRespiratory therapy technician · NZPlumber · NZGas Fitter/Gas Pipe Layer · NZFire protection pipefitter · NZElevator Mechanic · NZExplosives Worker / Shot Firer · NZMine Surveyor · NZAviation Maintenance Engineer · NZFishing vessel master · NZAircraft Maintenance Engineer (Avionics) · NZChief Executives and Senior Officials · UKProperty, Housing, and Real Estate Manager · UKLawyers and legal advisors · UKChartered Accountant · UKTax specialist · UKInsurance underwriter · UKFinancial controller · UKSchool principal and dean · UKChartered architectural technologists, planning officers, and consultants · UKQuantity surveyor. · UKMetal manufacturing and processing machine operators · UKBarristers and judges · UKStandards and regulations inspector · UKBiochemists and Biomedical Scientists · UKGeneral Practitioner · UKSpecialist Physicians and Consultant Doctors · UKClinical psychologist · UKOther psychologists · UKMidwife · UKRegistered Nurse Specialist · UKVeterinarian · UKPharmacist · UKDentist · UKPodiatrist · UKPharmacy and Optical Dispensing Assistant · UKManager of betting shops and gambling venues · UKAircraft maintenance and related industries · UKBus and coach driver · UKSoil and plant scientist · USChief Executive Officer · USFinance manager · USProperty, Real Estate, and Community Association Managers · USAccountants and Auditors · USValuer of personal and commercial property · USLand Economist and Valuer · USBudget analyst · USCredit analyst · USPersonal financial advisor · USInsurance underwriter · USLoan officer · USTax examiner and tax collector · USJudicial law assistant · USTitle Examiners, Abstractors, and Searchers · USUmpires, referees, and other sports officials · USCourt Reporter and Simultaneous Captioner · USLaw professor (higher education) · USEnvironmental engineer · USHealth and safety engineer (excluding mining safety) · USIndustrial engineering technician · USAvionics technician · USTransport equipment electronic equipment installer and repairer · USUrban Planner · USAdministrative law judges, adjudicators, and hearing officers · USFishery Officer · USGovernment program eligibility interviewer · USArtillery and missile officers · USChiropractor · USDentist (General) · USOral and maxillofacial surgeon · USOrthodontist · USdenture prosthodontist · USDentist (other specialties) · USDietitian and nutritionist · USPharmacist · USPodiatrist · USRespiratory therapist · USExercise physiologist · USVeterinarian · USNurse anesthetist · USNurse practitioner · USAnesthesiologist · USCardiologist · USDermatologist · USEmergency medicine physician · USObstetricians and Gynecologists · USPediatrician · USPsychiatrist · USOphthalmologists (excluding pediatric) · USOrthopedic surgeon (except pediatric) · USPediatric surgeon · USDiagnostic Medical Sonographer · USNuclear medicine technologist · USDietary technician. · USVeterinary technician · USHealth information technician and medical registrar · USPharmacy technician · USCasino manager · USElectrician · USPipe layer · USPlumbers, pipefitters, and steamfitters · USAircraft mechanic and service technician · USAircraft Structure, Surfaces, Cables, and Systems Assembler · USElevator and escalator installation and repair worker · USLocomotive engineer · USShip Captain, Chief Mate and Pilot (Water Transport) · USAircraft service technician · USAircraft launch and recovery officer · USAircraft catapult and arresting gear specialist · US
Regulated & public safety Resilient
Why this cluster is affected
Decisions carry public-safety and legal accountability requiring human oversight; AI only assists.
⚠ Tasks AI will take over or replace
- Draft records and reports
- Cross-checking and lookup
- Generating standard checklists
🛡 Human moat
- Decision authority and accountability
- On-scene response and judgement
- Statutory powers and compliance
- Public trust
✓ Who it fits
- Those valuing order, duty and fairness
- Those passing vetting/fitness
✗ Who it does not fit
- Those avoiding shifts/pressure/risk
- Those whose only goal is migration
Already in it: what to build next
Use AI for compliance and analysis efficiency; build field, investigation and management experience.
Not yet in: is it worth entering
Low automation risk and stable — often needs citizenship and vetting, so plan ahead.
Pivot toward
Build: compliance/investigation credentials, data analysis, report writing, regulatory knowledge, coordination.
Representative occupations
Auditor · AUCustoms Officer / Border Force Officer · AUCompliance officer · AUPatent examiner · AUSports referee · AUFirefighter · AUPolice Officer · AUParole or probation officer · AUSurveyor / Building Surveyor · AUBuilding Inspector · AUFire safety engineer · AUPower system engineer · AUGovernment administrative officer (public servant) · AUCorrectional Officer (Prison Guard) · AUFunding officer · AUElection Officer · AUCourt clerk / registry officer · AUEnvironmental health officer · AUDefence force senior officers · AUPolice Commissioned Officer · AUCommunications operator. · AUFirefighter · AUSocial security assessor · AUParamedic/Emergency Medical Officer · AURadiation therapist · AUmeat inspector · AUFlight attendant · AUAir Conditioning Technician · AUCrane Operator · AUTrain driver · AUBuilding Inspector · AUExplosives Worker / Shot Firer · AUPilot · AUAir traffic controller · AUHelicopter Pilot · AUArmored vehicle guard · AUTransport operations inspector · AUTrain dispatcher · AUWater and wastewater treatment plant operators · CAConservation Officer and Fisheries Officer · CALawyers and Quebec notaries · CAFirefighter · CAPolice officer (non-commissioned) · CACivil Engineer · CABuilding inspector / Construction inspector · CACivil Engineer · CAAerospace engineer · CALand Surveyor · CANon-destructive testing technicians and inspectors · CAEngineering inspector and regulatory officer · CAPower system engineer · CACorrectional Service Officer (prison guard) · CAGovernment project officer (including grants officer) · CAEnvironmental health and protection professionals · CAPolice Commissioned Officer · CACommissioned police officers and public protection service occupations · CAPolice investigators and other investigative occupations · CAfire chiefs and senior fire officers · CACommissioned Officer of the Canadian Armed Forces · CABorder services, customs, and immigration officers · CAProbation and parole officers · CAGovernment project officer · CAPolice officer (excluding field police officers) · CAProfessional member of the Canadian Armed Forces · CACanadian Armed Forces combat member · CACanadian Armed Forces combat personnel · CACompliance and enforcement officers and other regulatory officers · CAMedical radiation technologist · CAEmergency medical personnel · CAGeneral Practitioner · CARespiratory therapists, clinical perfusionists, and cardiopulmonary technologists. · CADental Therapist · CAPublic and environmental health safety professionals · CAElectricians (except industrial and power systems) · CAPower system electrician · CAPilot · CAExplosives Worker / Shot Firer · CAAir traffic controller · CAHelicopter Pilot · CAAircraft Maintenance Engineer (Avionics) · CATransport inspector · CARail transport operations manager · CARailway train attendants and brakemen · CADeck and engine room crew for water transport · CAShip and Cable Ferry Operators and Related Occupations · CALawyer · DEGambling and betting workers · DEElectrical operations technician · DEElectrical Engineer (General) · DETransport route and facility planner · DEWater resource management specialist · DERefrigeration technician · DEUtilities supervisor · DEPower system engineer · DEFire specialist · DEDetective · DESafety, Fire and Occupational Safety Managers and Directors · DEPolice Officer · DECriminal investigator · DECourt executive officer · DEPrison guard · DECommerce inspector · DECommercial and health regulation and disinfection management specialist · DEElection of officers within the company · DEProsecutor · DEJudge · DEConstitutional Protection Agency officer · DELegal advice, judicial and order management officer · DETaxation Administration Officer · DECustoms Officer · DEMilitary officer · DESwordless officer cadets · DERadiation Protection Specialist · DEPublic health supervisor · DEFood Inspector · DEBlasting technician · DERailway operations technician · DERail, air, and sea transport technical operations manager · DEWaterway and bridge administrators · DERoad and rail transport services officer · DETraffic operations monitoring and control officer. · DERoad traffic monitoring and operation controller · DERail traffic monitor · DEAir traffic controller · DEVessel Traffic Monitoring and Dispatcher · DERailway train driver. · DEPilot / Airline Transport Pilot · DECustoms representative · ESElectrical Engineer · ESPublic Works Technical Engineer · ESTechnical measurement engineer · ESPower system engineer · ESMeteorologist · ESLawyer · ESJudges and magistrates · ESAuxiliary professionals in public tax administration · ESTechnical personnel of national, autonomous region, and local police forces · ESNational Guard non-commissioned officer · ESNational Guard officer · ESNational police · ESAutonomous region police · ESLocal police · ESFirefighters (excluding forest firefighting) · ESPrison guards · ESProtection and security service personnel not separately classified · ESArmed Forces Officer · ESArmed forces non-commissioned officer · ESRadiotherapy technician · ESDiagnostic imaging technician · ESEmergency medical technician · ESLifeguard · ESRefrigeration and air conditioning machinery installer · ESAviation pilots and related professionals · ESAir traffic controller · ESAviation safety technician · ESCrane, hoist, and material handling machinery operators · ESLegal defense and consulting · FRCivil Engineering and Architectural Research Engineer · FRCoordinator for quality, safety, and environmental health in the construction industry · FRIndustrial Health and Safety Environmental Technology Intervention (HSE) · FROperators of energy and petrochemical facilities · FRHazardous environment and product intervention personnel · FRPower system engineer · FRSocial Affairs Monitoring and Inspector · FRTax Inspector · FRTreasury Supervisors and Inspectors · FRConsumer Protection and Trade Regulation Commissioner · FRDefense personnel · FRCivil safety and rescue command · FRNational Defense Operations Command · FRPublic safety management · FRCivil defense and rescue · FRPublic safety officials · FRMunicipal Inspector · FRUrban environmental management and inspection · FRCommunications and command system operators · FRNurse anesthetist · FRHeads of health, social, or prison institution management · FRRefrigeration and air conditioning installation and maintenance technician · FRHeating equipment installation and maintenance technician · FRCommercial route pilots · FRPilots and airborne navigation technicians · FRAir traffic controller · FRNavigation officer · FRSeafarer (Deck Department) · FRPort Operations and Maritime Transport Manager · FRDirector of Highway Passenger Transport Operations · FRTrain driver · FRPublic transport controllers · FRRailway traffic dispatcher · FRAuditor · NZCustoms Officer/Border Protection Officer · NZCompliance officer · NZFirefighter · NZPolice Officer · NZParole or probation officer · NZSurveyor / Building Surveyor / Quantity Surveyor · NZBuilding Inspector · NZFire safety engineer · NZPower system engineer · NZGovernment administrative officer · NZCorrectional Officer (Prison Guard) · NZFunding officer · NZElection Officer · NZCourt Clerk / Registrar · NZEnvironmental health officer · NZDefence force senior officers · NZPolice Commissioned Officer · NZCommunications operator. · NZFirefighter · NZParking inspector · NZSocial security assessor · NZParamedic/Emergency Medical Officer · NZRadiation therapist · NZIntensive care ambulance paramedics · NZClinical coder · NZFlight attendant · NZAir Conditioning Technician · NZCrane Operator · NZTrain driver · NZBuilding Inspector · NZPlumbing inspector · NZExplosives Worker / Shot Firer · NZPilot · NZAir traffic controller · NZHelicopter Pilot · NZArmored vehicle guard · NZTransport operations inspector · NZTrain dispatcher · NZEstimators, valuers, and insurance assessors. · UKDriving instructor · UKCivil Engineer · UKElectrical Engineer · UKAerospace engineer · UKChartered Surveyor · UKBuilding and civil engineering technician · UKHealth and Safety Manager and Officer · UKPower system engineer · UKArmed Forces Officer · UKSenior police officer · UKFire, ambulance, prison and related services senior officials · UKEnvironmental Health Professionals · UKNon-commissioned officers and other ranks · UKPolice (Inspector and below) · UKFire service officer (duty manager and below) · UKPrison Services Officer (below chief officer level) · UKPublic service assistant professional · UKCentral government administrative officer · UKPolice community support officer · UKNursing support worker · UKPharmacy technician · UKAmbulance officers (excluding paramedics) · UKAir conditioning and refrigeration installation and repair worker · UKAircraft pilot and air traffic controller · UKTaxi drivers and ride-hailing drivers · UKTrain and Tram Drivers · UKCompliance Officer · USLawyer · USCriminal Justice and Law Enforcement Teacher (Higher Education) · USSurveyor · USAerospace engineer · USCivil Engineer · USElectrical Engineer · USNuclear engineer · USCivil Engineering Technician · USAtmospheric and space scientist · USHydrographic survey technician · USNuclear Technician · USconstruction and building inspector · USNuclear reactor operator · USPower system engineer · USEmergency management director. · USProbation Officer and Correctional Treatment Specialist · USJudges, magistrates, and justices of the peace. · USCorrectional officer supervisor · USFirst-line supervisors of police and detectives. · USFire prevention and suppression supervisor · USFirefighter · USFire inspector and investigator · USCourt bailiff · USCorrectional officers and prison officers · USDetective and criminal investigator · USPolice and Patrol Officers · USTransit and railway police · USAnimal management officer · USPublic safety communications dispatcher · USArmored assault vehicle officer · USCommand and Control Center Officer · USWeapons specialist/crew supervisor · USTactical operations specialist supervisor · USArmored assault vehicle crew member. · USArtillery and missile soldiers. · USCommand and control center specialist. · USInfantry Soldier · USSpecial Forces members · USInfantry officer · USRadiation therapist · USGeneral internist · USRadiographer · USMedical dosimetrist · USNursing support worker · USMedical Records Specialist · USAmbulance drivers and attendants (except emergency medical technicians) · USEmergency Medical Technician · USCasino surveillance officer and investigator · USHazardous materials removal worker · USExplosives Worker / Shot Firer · USHeating, Air Conditioning, and Refrigeration Mechanics and Installers · USPower distributors and dispatchers · USTransportation security screener · USPassenger services supervisor · USAirline pilots, co-pilots, and flight engineers · USCommercial pilot · USAir traffic controller · USAirport operations specialist · USRailway train conductors vs. yard dispatchers · USSeamen and marine engineers · USTransport inspector · USCrew members · USFlight attendants · US
Hands-on & site-based Resilient
Why this cluster is affected
Tasks happen in the physical world needing dexterity and on-the-spot judgement — hard to fully automate soon.
⚠ Tasks AI will take over or replace
- Draft quotes and material estimates
- Scheduling and records
- Looking up standard procedures
🛡 Human moat
- On-site operation and physical skill
- Environment and safety judgement
- Handling surprises
- On-site client trust
✓ Who it fits
- Hands-on people who like field work
- Those wanting AI-resilient trades
✗ Who it does not fit
- Those avoiding physical/outdoor work
- Those avoiding trade licences
Already in it: what to build next
Solidify licences and safety; add supervision, contracting and quoting skills.
Not yet in: is it worth entering
Low automation risk but high physical/licensing barriers — weigh the apprenticeship commitment.
Pivot toward
Build: licences, English, safety standards, client communication, quoting/business skills.
Representative occupations
Forestry worker / arborist · AUSlaughterer / Meat Processing Worker · AUFarm manager · AUAquaculture worker · AUViticulture Worker · AULandscaper / Gardener · AUNature reserve ranger · AUWater treatment operator · AUAquaculture Farmer · AUDairy cattle farmer · AUGoat farmer · AUPig farmer · AUSheep farmer · AULivestock Farmer (nec) · AUGrain, oilseed, legume or pasture grower / field crop grower · AUOther broadacre crop growers. · AUFruit grower · AUProduction nursery grower · AUVegetable grower · AUMixed Production Farmer (Other) · AUForestry production manager · AUForestry Scientist · AUAquaculture or fisheries technician · AUGardener (nursery) · AUAquaculture Supervisor · AUForestry operations supervisor · AUSenior Broadacre Crop and Livestock Farm Worker · AUVineyard Supervisor · AUCellar hand · AUFruit farm worker · AUGrain, oilseed, legume, and pasture farm worker · AUNut Farm Workers · AUVegetable farm worker · AUVineyard worker · AUBeef cattle farm worker · AUPig farm worker · AUSheep farm worker · AUField crop and livestock farm workers · AUFacilities manager · AUReceptionist · AUCommercial Cleaning · AUSwimming instructor · AUSports Coach · AUOutdoor Adventure Coach · AUBungee jumping master · AUGolfer · AUSafety Officer / Security Officer · AUSwimming Coach or Instructor · AUMining Engineer · AUInstrumentation Technician · AUBuilding Automation Technician · AUElectronics technician · AUHydrogeologist · AUEarth science technician · AUBuilding and Engineering Technicians (Other) · AUEnergy Storage System Engineer · AUTransport / station officer · AUMedical receptionist · AUDental assistant · AUAnaesthesia technician · AUCook / Chef · AURetail Sales Assistant · AUKitchen hand · AUGeneral cook · AUBaker/pastry chef · AUBar attendant (general) · AUMountain or glacier guide · AUWhitewater rafting guide · AUCash truck salesperson · AUStreet vendor · AUCommercial cleaner · AUBrewery worker · AUSeafood processing worker · AUFormwork carpenter · AUBricklayer · AUPainter · AURoof tiler · AUDiesel mechanic · AUForklift operator · AUTruck driver · AURebar/steel fixer · AUScaffolder · AURigger/dogman · AUConcrete Worker · AUPlasterer · AUTiler · AUGlazier · AUFloor layer · AUSolar panel installer · AUWind turbine technician · AUPower Line Worker · AUBoilermaker · AUIndustrial Pipefitter · AURefrigeration & Air Conditioning Technician · AUAutomotive Panel Beater · AUAutomotive spray painter · AUAsbestos removal worker · AUMaintenance Planner · AUMotorcycle mechanic · AUMetal casting technician · AUWelder-Fitter · AUOther Metal Fitters and Machinists · AULocksmith · AUVehicle interior trimmer · AUStonemason · AUCabinetmaking · AUSolid plasterer · AUPlumber (General) · AUTechnical cable splicer · AUData and Telecommunications Cable Layer · AUTelecommunications line worker · AUTree worker · AULandscape gardener · AUPlastic cable manufacturing machine operator · AUPlastic manufacturing worker or welder · AULoom operator · AUCement production plant operator · AUConstruction worker · AUEarthmoving worker · AUFencing worker · AUHome renovation installer · AUInsulation worker · AUSurveyor's Assistant · AUDairy Products Maker · AUBoning and slicing workers · AUMetal engineering process worker. · AUTimber and wood products factory worker · AUChemical plant worker · AUGlass Processing Worker · AUDairy Cattle Farm Worker · AUUnderground Miner · AUDrill Operator · AUDelivery Driver · AUHeavy Equipment Operator · AUPort Operator · AUBus Driver · AUMine deputy supervisor · AUCourier · AUInventory Manager · AUPaper products machine operator · AUCrane, hoist or lift operator · AUBoiler or engine operator · AUpulp and paper mill operator · AUWeighbridge operator · AULogging Equipment Operator · AURail track worker · AUCrane Signaller · AUMeat processing worker · AUPaper and pulp mill worker · AULandscaping and horticultural services contractors and supervisors · CAIndustrial butchers and meat cutters · CAAquaculture and marine harvesting laborers · CAVineyard Supervisor / Agricultural Service Contractor · CAforestry technologist and technician · CALandscaper / Gardener · CAFarm manager (field crop) · CAFood, beverage, and tobacco processing workers · CAFruit farm worker · CAHarvest worker (not specifically nuts) · CALivestock farm supervisors and specialized livestock workers · CANatural resource production and fisheries manager · CAAquaculture Farm Manager · CAAgricultural and fish product inspector · CALogging and forestry supervisor · CAAfforestation and forestry workers · CATrappers and hunters · CAAquaculture and marine harvest workers · CAFood and beverage processing testers and graders · CAFacility operations and maintenance manager · CACashier · CAHairdressers and beauticians. · CALight-duty cleaner · CAFitness instructor · CACoaches, Athletes, and Sports Officials · CASecurity guards and related security service personnel · CAStudent supervisor, crossing guard, and related occupations · CAMining Engineer · CAElectronics technician · CALand surveying technicians and technologists · CAEarth science technician · CALand Surveying Technician · CAOil and Gas Drilling and Services Contractor and Supervisor · CATextile, fabric, fur and leather products processing and manufacturing supervisor. · CAElectronic and electrical product manufacturing supervisor · CAPulp, paper, and coating control operator · CAWater and wastewater treatment plant operators · CAEnergy Storage System Engineer · CAStation agent and ticket agent · CASecurity guards and related security service personnel · CADental Assistants and Dental Laboratory Assistants · CAOther health service support occupations · CABeauticians, electrotherapists and related occupations · CAChef · CAFood service managers · CAFood counter attendants, kitchen helpers, and related support occupations · CALight-duty cleaner · CAFood and beverage processing control and machine operator · CAFish and seafood factory worker · CAExecutive Housekeeper · CAEntertainment, leisure, and sports operations staff and service personnel · CAChef · CAMeat cutter and fishmonger - retail and wholesale · CAOutdoor adventure and recreation guide · CACasino worker · CAOther services support occupations · CAStore shelf stocker, shop assistant and order picker · CAProfessional Cleaner · CAFish and seafood processing worker · CAHeating, ventilation, air conditioning, and refrigeration technician · CAWelder and related machine operators · CAPlumber · CACarpentry (including formwork carpentry) · CABricklayer · CAPainters and decorators. · CAAutomotive service technicians. · CAHeavy equipment mechanic · CASheet Metal Worker · CACrane Operator · CAMaterial Handler (including Forklift Operator) · CATransport truck driver · CARail traffic crew (corresponding occupation for train drivers) · CAConstruction manager · CARebar/steel fixer · CAScaffolder · CAConstruction rigger / Industrial mechanic · CAConcrete Worker · CAPlasterers, drywall installers and finishers, and lathers · CATile layer · CAGlazier · CAFloor installers · CASteamfitters, pipefitters, and sprinkler system installers. · CAElectrician (including solar installation) · CAWind turbine technician · CATool and Die Maker · CAAutomotive spray painter · CAPower line technician · CAMotorcycle and other small engine mechanics. · CAMetal Fabricator, Fitter, and Structural Metal Worker · CATelecommunications line and cable workers · CATelecommunications Lineworker · CAPlastic product assemblers, finishers, and inspectors · CAPlastic and rubber production machine operator (other unclassified) · CAOther Product Machine Operator (Shoe Manufacturing) · CADry cleaning and laundry occupations · CAFencing worker · CAInsulation worker · CAMetalworking and forging machine operator · CAChemical plant worker · CAGlass Processing Worker · CAElectronic equipment repair technician (household and commercial equipment) · CACleaning Supervisor · CAButcher - Retail and Wholesale · CAJewellers, Watch and Clock Repairers and Related Occupations · CAFurniture upholsterer · CAbuilding maintenance worker and property manager · CAMechanical processing, metal forming, shaping, and installation industry contractors and supervisors · CAElectrical and telecommunications contracting and supervision occupations · CAPipe Engineering Contractor and Supervisor · CAContractors and supervisors, other construction trades, installers, repairers, and maintenance workers · CASheet metal worker · CABoilermaker · CAIronworker · CAIndustrial electrician · CASteam fitter, plumber, and fire sprinkler installer · CAPlasterers, drywall installers, finishers, and lath hands · CARoofers and tilers · CAGlassworker · CAInsulation worker · CAMechanical industry contractors and supervisors · CAHeavy equipment operator group contractors and supervisors · CAConstruction fitter and industrial mechanic · CAMechanical Assembler · CAFuel and solid fuel heating technician · CAMotor mechanic · CAOther Small Engine and Small Equipment Repairers · CACrane Operator · CADriller and Blaster - Surface Mining, Quarrying and Construction · CAPrinting press operator · CAUtility maintenance worker · CAOther repairers and service personnel · CAMunicipal maintenance equipment operators and related workers. · CAOther industry helpers and laborers · CAPublic Works and Maintenance Worker · CAUnderground mine service and support worker · CAOil and gas drilling and related workers and service operators · CALogging and forestry labourer · CAMineral and Metal Processing Supervisor · CAPetroleum, natural gas, chemical processing, and utilities supervisor · CAFood and beverage processing supervisor · CAForest Products Processing Supervisor · CAAutomobile assembly supervisor · CAFurniture and fixture manufacturing supervisor · CAOther Product Manufacturing and Assembly Supervisor · CAGlass forming and finishing machine operators and glass cutters · CAConcrete, clay and stone forming operators · CAMetal processing and forging machine operator · CAOther metal products machine operator · CAChemical plant machine operator · CAChemical product processing and utility workers · CAPlastic processing machine operator · CARubber Processing Machine Operators and Related Workers · CAPulp mill, paper mill and finishing machine operators · CATimber grader and other wood product processing and inspection graders · CATextile fiber, yarn, hide, and fur processing machine operators and workers · CAMechanical assemblers and inspectors · CAOther product assemblers, finishers and inspectors · CAOther wood product assemblers and inspectors · CAMetal Fabrication Worker · CALabourer in rubber and plastic products manufacturing · CAOther Process, Manufacturing and Utility Workers · CAUnderground mine service and support worker · CADrill Operator · CAMine service and support workers (including mining machine operators). · CAGeological and mineral technologists and technicians · CAmineral processing operator · CAWarehouse Supervisor · CADelivery Driver · CAHeavy equipment operator · CAMining and Quarrying Supervisor · CAArmored vehicle guard · CADelivery drivers and couriers · CAPaper products machine operator · CAWeighmaster/Weighbridge Operator · CALogging Equipment Operator · CACrane Signaller · CAMaterial handler · CAAirport ground staff (aircraft loader) · CAPostal service representative · CAPostman · CAWarehouse and parts personnel · CAProduction logistics worker. · CADispatcher · CAMotor Vehicle and Other Ground Transport Operations Supervisors · CARailway rolling stock repairer · CADock worker · CARail track and maintenance worker · CAAutomotive and heavy truck and equipment parts fitters · CARail and Automotive Transport Labourers · CAOil and gas drillers, well servicers, testers and related workers · CALogging machinery operator · CAFishing vessel deckhand · CAOil and gas drilling, servicing, and related labourers · CACentral control and process operators in oil, gas and chemical processing · CAVehicle assembler, inspector, and tester · CAFood and beverage processing worker · CAFish and seafood processing labourer · CAFarmer (General) · DEAgricultural machinery mechanic · DEAgricultural managers and supervisors. · DELivestock farmers (excluding poultry) · DEPoultry Farmer · DEBeekeeper · DELivestock production supervisor and manager · DEEquine Management career (non-specialized) · DEEquine professional - Horse breeding · DEEquestrian rider · DEFarrier · DEHorse industry supervisors and managers · DEFishing worker · DEAquaculture worker · DEFisher · DEFisheries supervisors and managers · DEFamily and zoo animal caretaker · DEVineyard supervisors and managers. · DEForestry worker. · DENatural and landscape conservation specialist · DEGamekeeper · DEWild plant and natural product collector. · DENursery and Ornamental Plant Grower · DEcemetery horticulturist · DEGardening, Landscape, and Sports Ground Builder · DEHorticulture management supervisor · DEFood manufacturing worker (no specialisation) · DEMilling and feed production worker · DEFish processing worker · DEAgricultural and forestry machinery operator · DESanitation and pest control specialist · DEWickerware designer, brush and paintbrush maker · DEPrint technician · DESport and Fitness Business Management Specialist · DEBarber · DESculptor · DEArt glass blower · DEHandcraft jewelry maker, gem and precious metal processor · DEStringed instrument maker (bowed and plucked) · DEWoodwind instrument maker · DEAthletes and professional sportspeople · DEEvent and Stage Technology Specialist · DEProp Assistant · DEMuseum and Exhibition Technician · DEPool lifeguard · DEFitness and gymnastics coach · DEMining and open-cut mining workers · DEMining and Blasting Operations Supervisor · DEPlastic and Rubber Production Specialist · DEWood processing supervisors and managers. · DEPaper and packaging technician · DEProduction supervisor in papermaking and packaging technology · DEPrinting technology and post-press processing, binding supervisor · DEMetallurgical technician · DEMetal Forming Worker · DEMetal production supervisor · DEIndustrial divers and other diving occupations · DEMaintenance and repair technical service personnel · DEAgricultural and Construction Machinery Technician · DEShipbuilding technician · DEVehicle, Aerospace and Shipbuilding Technical Supervisor · DEEnergy and power plant technician · DERenewable energy technician · DEElectrical Engineering Supervisor · DECulture and Waterway Engineering occupation · DEBuilding Technology Manager · DEWaste and Utility Workers · DEWater and Wastewater Technician · DEEquipment, container, and instrument manufacturing engineer · DEChemical Plant Operator · DECrude Oil and Natural Gas Refining Plant Operator · DEGeologist · DEEnvironmental protection technician · DEFacilities Management Manager · DEReal estate and facilities management manager. · DEEnergy Storage System Engineer · DESecurity and property protection occupations · DEBiological specimen preparer · DEVeterinary assistant · DERadiographer · DEBeautician · DEOrthopaedic and Rehabilitation Technician · DEWine cellar master · DEBakers and pastry chefs · DEConfectioner/pastry chef · DEAppetizer, Cold Dish and Dessert Chef · DEFood preparation supervisor · DECleaner · DEBuilding cleaner · DEGlass and window cleaner · DETextile cleaning occupation · DEVending machine service provider · DELeasing services clerk (excluding finance and pawnbroking) · DECashiers and Ticket Sellers · DEmarket stall and market salesperson · DESalesperson for electrical, electronic, and household goods · DESalesperson for gardening, DIY, pets and zoo supplies · DEBread and pastry salesperson · DEMeat product salesperson · DEHotel service staff · DESystem catering specialist · DEBartender · DENatural stone & mineral processing and building materials production worker · DEBuilding materials production worker · DEStonemason technician · DENatural stone and mineral processing and building materials production supervisor · DEGlass manufacturing worker · DEGlass instrument maker · DEIndustrial glass blower · DEGlass finisher · DEIndustrial glass manufacturing and processing supervisor · DEIndustrial ceramics process and equipment technician · DEIndustrial ceramic model maker · DEIndustrial ceramics manufacturing and processing supervisor · DEPlastics and Rubber Production and Processing Supervisor · DEPaint and Coatings Technician · DEPaint and varnish technology supervisor · DEWood processing occupations (no specialization) · DEWood drying and preservation technician · DECarpenters and interior finishing workers · DEPaper processing and packaging technician · DEMetal production worker (no specialization) · DEIndustrial foundry worker · DEHand metal casting and clock founder · DEMetal Worker (General) · DENon-cutting metal forming worker · DELaser metal processing worker · DEMetal Fabrication Supervisor · DEMetal surface treatment supervisor · DEMetal structure and welding technology supervisor · DEWatchmaker · DEMachine and equipment assembler · DEAutomotive technician · DEAutomotive technician · DETwo-wheeled vehicle technician · DEConstruction Electrician · DEPipeline installation and maintenance technician · DETextile Technician (General) · DETextile manufacturing worker · DEYarn and Rope Making Machine Operator · DETextile Finisher · DETextile Technology and Production Supervisor · DEGarment and hat manufacturing worker · DEUpholsterers and vehicle interior trimmers · DELeather and fur manufacturing and processing workers · DELeather goods manufacturer · DESaddlery and leather goods maker · DEFur processing and handling worker · DELeather and fur production and processing supervisors and managers · DEMeat processing worker · DEBuilding Maintenance and Repair Professionals · DEConstruction Worker (High-Rise Buildings) · DEConcrete and reinforced concrete builder · DEBricklayer · DEChimney builder · DERoof tiler · DEWall cladding builder · DEScaffolder · DEBuilding Demolition Worker · DECivil engineering worker (underground) · DEPaving and Tiling Worker · DERoad and asphalt construction worker · DETrack construction worker · DEWater well driller · DESewer and tunnel construction workers · DEFloor finisher · DETile, slab, and mosaic installer · DEMortar and terrazzo layers · DEParquet floor layer · DEFlooring installation supervisor · DEPainters and varnishers · DEPlasterer · DEWaterproofer (Construction) · DEWood and building protection specialist · DEPainters, coating applicators, plasterers, building waterproofing, timber and construction protection supervisors · DEDrywall and ceiling installer · DEInsulation Worker · DECarpentry · DEConstruction Carpenter · DEGlassworker · DEBuilding Equipment Technician (General) · DEVenue and equipment manager · DEPlumber (no specialization) · DEPipe, heating, and air conditioning technician · DEStove and Air Heating Builder · DEBuilding materials tester · DEChimney sweep · DEEarthmoving and related plant operators · DECrane operators, elevator mechanics, and related lifting equipment operators · DEBuilding and transport equipment operation supervisors · DEMachine and equipment cleaner · DETurner and Toy Maker · DEGilder · DECandle maker · DEArt Metal Artisan · DESign and lighting advertising fabricator · DEArt Metal Design Supervisor · DEBrass instrument maker · DEPiano and harpsichord maker · DEMusical Instrument Manufacturing Supervisor · DECoachman · DETyre and vulcanising technician · DETechnical air transport operator · DERoad and tunnel maintenance worker · DERailway infrastructure monitoring and maintenance personnel · DETransport Infrastructure Monitoring and Maintenance Supervisor · DEWarehouse and Logistics Worker · DEPostal and delivery service workers · DELoading and unloading of goods and commodities · DECourier, express and postal service officer · DEProfessional Driver (Passenger/Car) · DEProfessional driver (freight/truck) · DEBus and tram drivers · DEVehicle cleaner · DEProduction Manager for Agriculture, Animal Husbandry, and Forestry · ESFisheries and Aquaculture Production Manager · ESForestry and Natural Environment Technician · ESForestry and environmental inspector · ESSkilled cattle farmers · ESSkilled pig farmers · ESBeekeeping and sericulture technical workers · ESOther unclassified livestock technical workers · ESMixed agricultural workers · ESForestry and Natural Environment Technician · ESSkilled aquaculture operator · ESDeep-sea fishermen · ESHunting activity technician · ESFish processing worker · ESDairy processing workers · ESProcessing worker for fruit and vegetable canning and non-alcoholic beverages · ESBrewer · ESFumigation workers and other pest and weed control personnel · ESAgricultural workers (excluding orchards, greenhouses, nurseries, and gardens) · ESOrchards, greenhouses, nurseries, and garden agricultural workers · ESLivestock workers · ESFishing worker · ESAquaculture workers · ESForestry and hunting workers · ESAgricultural workers · ESClerk at the Production Support Office · ESDoor-to-door salesperson · ESAthlete · ESSports activity coach · ESLeisure and entertainment activity monitor · ESDirector of Mining Operations · ESGeologists and geophysicists · ESForestry engineer · ESMining engineers, metallurgists, and related professionals · ESLandscape architect · ESMechanical engineering technician · ESMining, metallurgy, and related technical engineers · ESBuilding Technician · ESElectrical technician · ESMechanical technician · ESEnergy production equipment technicians · ESWaste treatment plant operators · ESControl Technician at a Chemical Processing Plant · ESOil and gas refining technician · ESMining engineering supervisor · ESHead of Chemical and Pharmaceutical Industry · ESHead of the plastics, rubber, and natural resin processing industry · ESOther manufacturing supervisors · ESOperators of machinery for pharmaceuticals, cosmetics, and related products · ESEnergy Storage System Engineer · ESPost office counter staff · ESForest firefighters · ESSecurity Assistant (not qualified to carry a firearm) · ESConcierge/reception staff member · ESStreet cleaners and related professions · ESElectronics Technician (Biomedical Electronics Track) · ESVeterinary assistant · ESBar, café, and similar venue managers · ESChef · ESarcade attendants and related personnel · ESChef · ESStore clerk · ESStreet vendors and market vendors · ESCashiers and ticket sellers (excluding banks) · ESFlight attendants and ship and train attendants · ESMaintenance and cleaning supervisor for offices, hotels, and other venues · ESBuilding manager · ESDomestic service staff · ESCleaners in offices, hotels, and other venues · ESVehicle cleaner · ESOther cleaning staff · ESStreet vendor · ESLuggage handlers and colleagues · ESShelf stacker / replenishment associate. · ESBetting salespeople · ESHead of Food and Tobacco Industry · ESHead of the timber and paper industry · ESFormwork and concrete workers · ESPrecast concrete component installer · ESBricklayer · ESStone cutting, splitting, carving, and chiseling skills · ESCarpentry (excluding joinery) · ESMetal door and window installer and metal carpenter · ESBuilding maintenance worker · ESTechnical facade installer · ESBuilding waterproofing system installer · ESOther construction structure workers · ESPlasterer · ESPlasterers versus plasterers · ESPlumber · ESBuilding gas installer · ESPublic works pipeline installer · ESPainter and mounter · ESManufacturing painters · ESFloor installers, parquet floor installers, and related personnel · ESRoofer · ESThermal and soundproofing material installer · ESGlassworker · ESSolar panel installer · ESBuilding exterior wall and chimney cleaner · ESMold casters and core makers · ESSteel fixer · ESCable structure assemblers and cable operators · ESBlacksmiths and blacksmiths · ESMetal polisher and tool sharpener · ESMotor vehicle mechanics and maintenance workers · ESShip and railway mechanics and adjusters · ESBicycle mechanic · ESElectrical line installer and repairer · ESElectronic equipment mechanics and repairmen · ESMedical electronic equipment installation and maintenance worker · ESClock technicians and precision instrument mechanics · ESJewelers, goldsmiths, and silversmiths · ESGlass blowers, mold workers, laminators, cutters, and polishers · ESSign maker, glass engraver, decorative painter · ESBakers, pastry chefs, and confectioners · ESAlcoholic beverage brewer (excluding wine) · ESWood processing workers · ESWoodworkers and furniture makers · ESFabric, leather, and material cutters · ESFurniture upcycling workers, mattress manufacturers, and related professions · ESTanners and leather handlers · ESshoemakers and related professions · ESDiver · ESSticker worker · ESProduct classifiers and testers (excluding food, beverages, and tobacco) · ESOther unclassified craftsmen and workers in related industries · ESOperators of mineral and rock processing equipment · ESDrillers and related workers · ESOperator of non-metallic mineral product manufacturing machinery · ESMetal processing equipment operator · ESChemical equipment operator · ESRubber and resin product machine operator · ESOperators of plastic product machinery · ESMachine operators for paper and cardboard products · ESpulp and paper production operator · ESOther unclassified textile product machine operators · ESOperators of food, beverage, and tobacco processing machinery · ESGlass and ceramic kiln operator · ESBoiler and steam engine operators · ESFixed equipment and machinery operators · ESMechanical Assembler · ESOther unclassified assemblers · ESEarthmoving machinery operator · ESWindow cleaner · ESGarbage collectors · ESOther basic professions · ESPublic works manual laborers · ESOrdinary workers in manufacturing · ESCeramic workers, ceramics, and related professions · ESLand transport ticket inspectors and cashiers · ESLaundry and dry cleaning machine operators · ESRailway shunting staff and signalmen · ESForklift operator · ESOwn car/taxi/truck driver · ESEmployed as a passenger car, taxi, and truck driver · ESBus and tram drivers · ESSelf-operated truck drivers · ESEmployed truck drivers · ESWalking delivery workers, errands, and messengers · ESWaste sorters, recycling station operators, and waste collectors · ESCargo handlers and loaders/unloaders · ESPassenger transport drivers for livestock carts · ESLogging and pruning · FRNature reserve maintainer · FRGreen space maintenance and development workers · FRAgricultural Technology Control and Diagnosis Specialist · FRFruit or vineyard agricultural workers · FRAgricultural workers cultivating vegetables or crops · FRAgriculture and Aquaculture Livestock Assistant · FRAquaculture operators · FRFruit cultivation and grape growers · FRCattle and horse breeding farm owners · FRRabbit and poultry breeders · FRSheep or goat breeders · FRPig farmer · FRCheese making and refining · FRHorticulture and vegetable growers · FRFishing boat crew · FRMixed farming and pastoral operators · FRSalt field workers · FRBusiness assistant · FRSales promoter · FRSoft flooring installer · FRComprehensive Property Management Manager · FRInstrument manufacturer and repairer · FRJewelry and gold and silverware production · FRFilm projectionist · FRCopy technician · FRProfessional athlete · FRSpecialist in Drama Costumes and Styling · FRStage mechanic · FRYouth leisure activity planner · FRSupervisors and counselors in educational institutions · FRAgricultural and Environmental Engineering · FRGeological research · FRDirector of Mine and Quarry Operations and Engineer · FROil and gas extractor · FRPower and telecommunications network assembler · FRElectrical and Electronic Testing and Quality Control Technician · FRFood production equipment operator · FRPrimary wood processing worker · FROperators of chemical or pharmaceutical production equipment · FRElectrical and electronic equipment production supervisor · FROperators of automation or robotic machinery manufacturing equipment · FRComposite material parts manufacturer · FRSurface treatment operator · FRIndustrial maintenance management and engineering · FRRoad maintenance and patrol officer · FRWater distribution and sanitation treatment workers · FRIndustrial Product Upgrade Specialist · FREnergy Storage System Engineer · FRHouse Caretaker · FRPrivate security and surveillance personnel · FRAnimal Care Assistant · FRPet groomer · FRMulti-skilled hospital service personnel · FRPharmaceutical preparation technician · FRPatient hygiene and comfort caregivers · FRBaker-pastry chef · FRPrepared food processor · FRPastry chef, confectioner, chocolatier, and ice cream maker · FRFish vendor · FRFood salesperson · FRSports and leisure goods salesperson · FRSelf-service shelf sorters · FRManager of the large supermarket department · FRAmusement facilities and leisure venue service staff · FRGambling game technicians · FRFloor attendant · FRMulti-skilled hotel staff · FRKitchen staff · FRVersatile in dining · FRCrepe or pizza chef · FRLuggage porter/doorman · FRSlaughter and meat cutting workers · FRIndustrial laundry workers · FRcleaner (place cleaning) · FRFurniture decorator · FRButcher shop/meat processor · FRTextile or leather cleaners · FRLeather and soft materials maintenance worker · FRRouter/folding machine operator · FRCrane Operator · FREarthwork and quarrying equipment operator · FRSolid mineral miners · FRTimber structure installer · FRMetal structure assembler · FRTimber frame installer · FRPlasterers, plasterers, and decorative plaster workers · FRInstallation and assembly worker · FRConstruction painter · FRDoor and window carpentry installer · FRHardwood floor installer · FRRoof installation and restoration work · FRFacade construction and restoration specialist · FRStone cutting and decoration · FRWaterproofing and insulation worker · FRConcrete construction workers · FRRoad construction personnel · FRMasonry · FRCivil Engineering and Public Works Preparatory Worker · FRPipe layer · FRIndustrial precast concrete workers · FRWood product assembler · FRFurniture and wood manufacturing equipment operator · FRWood and board production line operator · FRHead of furniture and wood industry · FRCarpenters and coopers · FRWooden furniture maker · FRDecorative carpentry · FRTechnical intervention specialist for furniture and wood products · FRLeather goods assembler · FRTextile manufacturing machine operator · FRTextile Machine Operator (Yarn Production and Processing) · FRNonwoven machine operator · FROperator of leather and fur processing and finishing machines · FRTextile printing machine operator · FRTextile finishing and ironing worker · FRLeather and soft materials prototype assembler · FRTextile yarn preparation and loom installation worker · FRLeather product preparation and finishing technician · FRLeather and textile quality controller · FRMechanical production unit operator · FRHead of the processing industry team · FRElectrical coil winding worker · FRElectrical and electromechanical wiring worker · FRGlass processing equipment operator · FROperator of building materials production equipment · FRCeramic industry modeling and glazing work · FRConcrete batching plant operator · FRGlass production unit operator · FRManufacturing, assembly, and adjustment workers · FRBoiler manufacturing and sheet metal work · FRProcessing equipment operator · FRMetal production equipment operator · FRSand casting worker · FRMetal structure fabricator · FRPipeline installation and assembly worker · FROperators of paper or cardboard manufacturing equipment · FRPulp and paper equipment operator · FROperators of plastic and rubber molding equipment · FRPlastic and rubber molding equipment commissioner · FRSurface grinding treatment operator · FRHeat treatment operator · FRVehicle Maintenance and Fleet Management Supervisor · FRBillboard and urban facility maintenance worker · FRBuilding and site maintenance worker · FRVending machine installation and maintenance worker · FRTechnician in repair of household appliances and multimedia equipment · FRHigh-altitude workers · FRUnderwater operations technician · FRShip Equipment Installation and Maintenance Technician · FRConstruction machinery maintenance technician · FRAutomotive mechanics and vehicle maintenance · FRBody repairer · FRBicycle, motorcycle, and recreational motor vehicle maintenance worker · FRGlass cleaner · FRUrban space cleaners · FRPest control officers · FRDocument distributor · FRForklift driver · FRPorters · FRHeavy handling equipment operator · FRManual porters · FRLogistics Site Director · FRAirport ground staff · FRAirport runway operator · FRAirport Operations Director · FRPort porters · FRLong-haul freight drivers · FRPersonal transport driver · FRBus/long-distance coach driver · FRCouriers and couriers · FRShort-distance delivery drivers · FRCable car operator · FRRailway line worker · FRArborist / Forestry Worker · NZMeat processing worker · NZFarm manager · NZAquaculture worker · NZViticulture Worker · NZLandscaper / Gardener · NZPark ranger · NZWater treatment operator · NZAquaculture Farmer · NZDairy cattle farmer · NZGoat farmer · NZPig farmer · NZSheep farmer · NZLivestock Farmer (nec) · NZGrain, oilseed, legume or pasture grower / field crop grower · NZOther broadacre crop growers. · NZProduction nursery grower · NZVegetable grower · NZHorticultural Crop Grower (other) · NZMixed Production Farmer (Other) · NZForestry production manager · NZForestry Scientist · NZJunior Quality Assurance Officer · NZGardener (nursery) · NZAquaculture Supervisor · NZForestry operations supervisor · NZVineyard Supervisor · NZCellar hand · NZFruit farm worker · NZGrain, oilseed, legume, and pasture farm workers. · NZNut Farm Workers · NZVegetable farm worker · NZVineyard worker · NZBeef cattle farm worker · NZPig farm worker · NZSheep farm worker · NZWool handler · NZFacilities manager · NZReceptionist · NZAuctioneer · NZCommercial Cleaning · NZSwimming instructor · NZOutdoor Adventure Coach · NZSports Coach · NZBungee jumping master · NZGolfer · NZSecurity personnel · NZSwimming Coach or Instructor · NZMining Engineer · NZInstrumentation Technician · NZElectronics technician · NZBuilding Automation Technician · NZHydrogeologist · NZEarth science technician · NZBuilding and Engineering Technicians (Other) · NZEnergy Storage System Engineer · NZTransport/station officer · NZMedical receptionist · NZDental assistant · NZmeat inspector · NZCook / Chef · NZRetail Sales Assistant · NZKitchen hand · NZChef · NZBaker/Pastry Chef · NZBar attendant (general) · NZRetail Loss Prevention Officer · NZMountain or glacier guide · NZWhitewater rafting guide · NZStreet vendor · NZCommercial cleaner · NZBrewery worker · NZSeafood processing worker · NZMeat packer · NZElectrician · NZFormwork carpenter · NZBricklayer · NZPainter · NZroof plumber · NZDiesel mechanic · NZForklift operator · NZTruck driver · NZRebar/steel fixer · NZScaffolder · NZRigger/dogman · NZConcrete Worker · NZPlasterer · NZTiler · NZGlazier · NZFloor layer · NZSolar panel installer · NZWind turbine technician · NZPower Line Worker · NZBoilermaker · NZMechanical services and air-conditioning plumbers · NZRefrigeration & Air Conditioning Technician · NZAutomotive Panel Beater · NZAutomotive spray painter · NZAsbestos removal worker · NZMaintenance Planner · NZMotorcycle mechanic · NZMetal casting technician · NZMetal fabrication worker · NZWelder-Fitter · NZLocksmith · NZEngineering pattern maker · NZStonemason · NZCabinetmaking · NZSolid plasterer · NZPlumber (General) · NZTechnical cable splicer · NZData and Telecommunications Cable Layer · NZTelecommunications line worker · NZTree worker · NZLandscape gardener · NZClay product machine operator · NZClay, concrete, glass, and stone processing machine operators (not elsewhere classified) · NZPlastic cable manufacturing machine operator · NZPlastic manufacturing worker or welder · NZLoom operator · NZCement production plant operator · NZDry cleaner · NZConstruction worker · NZEarthmoving worker · NZFencing worker · NZHome renovation installer · NZInsulation worker · NZSurveyor's Assistant · NZDairy Products Maker · NZBoning and slicing workers · NZRubber factory worker · NZTimber and wood products factory worker · NZChemical plant operator · NZGlass Processing Worker · NZDairy Cattle Farm Worker · NZUnderground Miner · NZDrill Operator · NZDelivery Driver · NZEarthmoving equipment operator · NZPort Operator · NZBus Driver · NZMine deputy supervisor · NZCourier · NZInventory Manager · NZPaper products machine operator · NZCrane, hoist or lift operator · NZBoiler or engine operator · NZpulp and paper mill operator · NZWeighbridge operator · NZLogging Equipment Operator · NZRail track worker · NZCrane Signaller · NZMeat processing worker · NZContainer filler · NZPacker (Other Unclassified) · NZPaper and pulp mill worker · NZAgricultural and horticultural managers and owners. · UKFarmer · UKGardener and landscape horticulturist · UKGroundskeepers and Greenkeepers · UKFarm worker · UKForestry and related workers · UKGatekeeper · UKAthlete · UKWindow cleaner · UKSchool lunchtime and intersection patrol officer · UKConstruction Production Managers and Directors. · UKMining and Energy Production Manager · UKQuality assurance technician · UKTelecommunications and related network installation and repair workers · UKSecurity system installer · UKSenior Metal, Electrical and Electronic Industry Supervisor · UKParking and civil enforcement officer. · UKCommunications operator. · UKFood, Beverage and Tobacco Processing Operator · UKMiners and quarry workers and related operators · UKPower plant operator · UKWater and wastewater treatment plant operators · UKRailway construction and maintenance operator · UKProduction, factory, and assembly supervisors · UKIndustrial cleaning process operator · UKMetal processing production and maintenance assembly technician. · UKEnergy Storage System Engineer · UKDental nurse · UKHospital porter · UKButcher · UKBakers and pastry chefs · UKFishmonger and poultry processing worker · UKChef · UKRestaurant and bar manager · UKSports and Leisure Assistant · UKCleaning and housekeeping managers and supervisors · UKBed and breakfast and hostel operators · UKDelivery Salesperson · UKRetail and wholesale business owners · UKStreet cleaner · UKCleaner and domestic worker · UKLaundry workers, dry-cleaners and pressers · UKKitchen and catering assistant · UKBar attendant · UKLeisure and theme park attendants · UKComputer systems and equipment installation and maintenance engineer · UKGarage Manager and Operator · UKSheet Metal Worker · UKPipe Fitter · UKPrecision instrument manufacturing and repair technician · UKVehicle body manufacturing and repair worker · UKVehicle paint technician · UKShipbuilder and ship repairer. · UKRailway car builder and repairer · UKTelevision, video, and audio repair engineer · UKSteel fixer · UKStonemasons and related workers · UKBricklayer · UKRoofers, Roof Tilers, and Slate and Tile Roofers · UKPlumber and Heating, Ventilation, and Air Conditioning Installer/Repairer · UKCarpentry and Joinery · UKGlazier, window and door fabricator and installer · UKPlasterer · UKFloor layers and wall tile setters · UKPainters and decorators. · UKUpholsterer · UKShoe and leather goods trader · UKPrint finishing and binding worker · UKGlass and ceramic manufacturing workers, decorators, and finishers · UKPest control technician · UKTextile processing operator · UKPlastic processing machine operator · UKPaper and wood machinery operator · UKPrinting press assistant · UKVehicle and Metal Products Assembler · UKTyre, Exhaust and Windscreen Fitter · UKScaffolders, riggers, and rope access workers · UKRoad construction operator · UKFoundation worker · UKSewing machine operator · UKVehicle technicians, mechanics, and electricians · UKWeighers, graders, and sorters · UKHeavy truck driver · UKDelivery drivers and couriers · UKCrane operator · UKForklift driver · UKWater transport operator · UKAir transport operator · UKRail transport operator · UKPostal workers, mail sorters and couriers · UKWaste and recycling collectors · UKVehicle cleaner and polisher · UKWarehouse operator · UKDelivery operator · UKFarmers, ranchers, and other agricultural managers · USAgricultural labour contractor · USForester · USForest and conservation technician · USLandscaping and grounds maintenance supervisor · USLandscape Gardener · USFarm, fishery and forestry frontline supervisor · USAgricultural inspector · USAgricultural produce graders and sorters · USFarm worker (crops, nursery, greenhouse). · USForestry and Conservation Worker · USLogging Equipment Operator · USLog grader and scaler · USCounter and rental clerks · USDemonstrator and product promoter · USDoor-to-door salesperson, street vendor, and related workers · USAthletes and sports competitors · USCoaches and scouts · USLighting technician · USRecreation and leisure supervisor · USFilm projectionist · USUsher, Lobby Attendant and Ticket Taker · USWardrobe attendant · USBarber · USNail technician · USShampooer · USSkincare Specialist · USMusical Instrument Repairer and Tuner · USShort-term substitute teacher · USFacilities manager · USLandscape architect · USAgricultural engineer · USMining and geological engineer (including mine safety engineer) · USAerospace engineering and operations technician · USElectrical and electronics engineering technician · USMechanical engineering technician · USCalibration technician · USEarth Scientists (excluding Hydrologists and Geographers) · USHydrologist · USGeological technicians (excluding hydro-geological technicians) · USfirst-line supervisors of construction trades and extraction workers · USPile driver operator · USOil and gas well service operator · USExtraction loader operator (surface mining) · USMechanical equipment maintenance worker · USTelecommunications line installer and repairer · USWind Turbine Service Technician · USWater/wastewater plant system operator · USChemical plant and system operator · USNatural gas plant operator · USPetroleum pump system operators, refinery operators, and gaugers. · USPump operators (except wellhead pumpers). · USEnergy Storage System Engineer · USSecurity work supervisor · USForest fire inspector and prevention specialist · USParking enforcement officer · USSecurity personnel · USLifeguards, ski patrol, and other recreational protective service workers · USPostal service mail delivery person · USOccupational Health and Safety Technician · USDespatch clerk · USPhysical therapist assistant · USDental assistant · USMedical device preparer · USVeterinary Assistant and Laboratory Animal Caretaker · USMedical equipment repairer · USOphthalmic laboratory technician · USCrematory operator · USHead chef · USRestaurant Chef · USShort-order cook · USFood preparation worker · USNon-restaurant food service worker · USRestaurant and café waiters and bar helpers · USDishwasher · USCleaner (excluding domestic cleaning) · USMaids and domestic cleaners · USEntertainment and leisure service attendant · USChanging room and cloakroom attendant · USBaggage Porter and Doorkeeper · USRecreation activity worker. · USCashier · USGaming cage cashier and counter cashier · USInstitutional and cafeteria cooks · USRadio, cellular, and tower equipment installers and repairers · USPest control technician · USTree pruner and trimmer · USBoilermaker · USBricklayers and Blocklayers · USStonemason · USCarpenter · USCarpet installer · USFloor layer (excluding carpet, wooden flooring, and hard tiles) · USFloor sanding and polishing worker · USTile and stone setters · USCement mason and concrete finisher · USTerrazzo worker and finisher · USConstruction worker · USPaving, surfacing, and tamping equipment operators · USOperating engineers and other construction equipment operators · USDrywall and ceiling tile installer · USWall plasterer · USGlazier · USFloor, ceiling, and wall insulator · USMechanical insulator · USConstruction and maintenance painter · USPaperhanger · USPlasterers and stucco masons · USRebar/steel fixer · USRoof tiler · USSteel fixer · USSolar Photovoltaic Installers · USBricklayer, blocklayer, stonemason, and tile/marble layer assistant · USCarpenter's assistant · USElectrician's assistant · USPainter, paperhanger, plasterer, and stucco mason helper. · USPlumber's assistant · USRoofer assistant · USFence installer · USHighway maintenance workers · USSeptic tank servicers and sewer pipe cleaners · USPaver (paving worker) · USOil rig operator · USRotary drill operator (oil and gas) · USEarth driller (except oil and gas) · USContinuous mining machine operator. · USRoof bolter (mining) · USRock splitter (quarry) · USOil and gas wellhead workers · USMining Helper · USElectric motor, power tool, and related repairer · USMotor vehicle electronic equipment installer and repairer · USAudiovisual equipment installer and repairer. · USAutomotive body repair and painting worker · USAutomotive glass installation and repair worker · USAutomotive Service Technicians and Mechanics · USBus and truck mechanics and diesel engine specialists · USMobile heavy equipment mechanic (except engines) · USRail vehicle repairer · USMotorcycle mechanic and repair technician · USMotorcycle mechanic · USOutdoor power equipment and other small engine mechanic · USBicycle mechanic · USTyre repairer and changer · USMechanical door repairer · USControl and valve installer and repairer (except mechanical doors) · USRefractory material repairer (excluding bricklayer) · USElectrical line installer and repairer · USMaintenance and Repair Worker (General) · USCoin, vending machine, and gaming machine repairer · USCommercial diver · USLocksmith and safe repairer · USPrefabricated and mobile home installer · USRigger · USHelpers for installation, maintenance, and repair workers · USFirst-line supervisors of production and operating workers · USStructural metal fabricators and fitters · USFiberglass laminator and fabricator · USSlaughterer and meat cutter · USMeat, Poultry, and Fish Cutters and Trimmers · USSlaughterers and meat packers · USFood ingredient worker · USRolling mill operator · USMetal and plastic cutting, punching, and press machine operators · USMetal pourer and caster · USMetal and plastic mold makers · USMetal and plastic layout workers · USPrinting press operator · USLaundry and Dry-Cleaning Workers · USShoe making and leather worker, and repairer · USFurniture upholsterer · USCabinetmaker and bench carpenter · USWooden model maker · USWood model maker · USPower plant operator · USStationary engineers and boiler operators · USCutting and slicing machine operators · USFurnace, kiln, dryer, and boiler operators · USJewellers and precious metal and gemstone workers · USPainters, coating, and decorating workers · USCoating, painting, and spraying machine operators · USWashers, cleaners, and operators of metal cleaning and pickling equipment · USCooling and freezing equipment operator · USEtchers and engravers · USShapers, formers, and casters (except metal and plastic) · USPaper Products Machine Setter, Operator and Attendant · USTire manufacturing worker · USCrane and tower crane operator · USNatural gas compressor and pumping station operator · USGrinding, lapping, polishing, and buffing machine tool operators · USTraffic controllers and flaggers. · USSchool bus monitor · USDispatchers (excluding police, fire, and ambulance) · USShipping, receiving, and inventory manager · USSignal and track switch repairer · USAircraft cargo handling supervisor · USMover and material handling supervisor · USMaterials Handling and Vehicle Operations Supervisor · USDriver/sales worker · USHeavy truck and trailer driver · USLight truck driver. · USSchool bus driver · USBus and intercity bus driver · USShuttle bus driver and private driver · USTaxi driver · USRail yard locomotive driver · USRailroad brake, signal, and switch operators and locomotive firers · USBridge and lock operator · USParking lot attendant · USCar and watercraft service attendant · USPassenger Service Agent · USDredge operator · USIndustrial truck and tractor operators. · USVehicle and Equipment Cleaner · USFreight handlers and material movers · USWellhead pump operator · USDelivery Drivers and Couriers · USWeighers, inspectors, checkers and samplers (record keeping) · US
Human trust & care Resilient
Why this cluster is affected
The core is human relationships and trust; AI can assist with notes and prompts but cannot replace empathy.
⚠ Tasks AI will take over or replace
- Case notes and paperwork
- Lookup and referral info
- Standard communication materials
🛡 Human moat
- Empathy and emotional labour
- Long-term care relationships
- Judgement on complex cases
- Crisis handling
✓ Who it fits
- Empathetic, resilient people
- Those who value helping others
✗ Who it does not fit
- Those who struggle with emotional load
- Those chasing fast high pay
Already in it: what to build next
Use AI to cut paperwork; invest time in relationships and judgement; develop specialisation and supervision.
Not yet in: is it worth entering
Low automation risk and steady demand — suits those valuing meaning; expect mid-level pay.
Pivot toward
Build: specialist qualifications, case management, supervision, compliance and coordination.
Representative occupations
Kennel handler · AUMortgage broker · AUInsurance broker · AUBuyer's Agent · AUInsurance broker · AUTrust officer · AUAuctioneer · AUBarber / Beauty Therapist · AUTranslator/Interpreter · AUPet groomer · AUFuneral Celebrant · AUFitness instructor · AUYoga instructor · AUDriving instructor · AUActor · AUTelevision Presenter · AUPet groomer · AUProduction Assistant (Film, Television, Radio or Stage) · AUPsychologist (Clinical Psychologist) · AUPrimary and secondary school teacher · AUEarly Childhood Educator (Early Childhood Teacher) · AUSocial Worker · AUEarly childhood educator · AUTeaching assistant · AUSpecial education teacher · AUESL English Teacher · AUCommunity services worker · AUPrimary school teacher · AUChildcare centre manager · AUMaori language primary school teacher (Maori schools) · AUSecondary school teachers · AUVision impairment teacher · AUEnglish teacher for foreign students · AUDog trainer · AUAfter-school care worker · AUMaori Language Nest Assistant · AUDormitory manager · AUGymnastics coach or instructor · AUGovernment Customer Service Officer · AUChild protection officer · AUHousing Officer · AUMember of Parliament · AUPhysiotherapist · AUOccupational Therapist · AUMidwife · AUAged care worker · AUDisability support worker · AUSpeech Pathologist · AUMental health nurse · AUEnrolled Nurse · AUDental Therapist · AUMassage Therapist · AUPersonal Care Worker · AUCounsellor / Psychotherapist · AUNDIS Support Coordinator · AUBehaviour Support Practitioner · AUNDIS Local Area Coordinator (LAC) · AUHome care package coordinator · AUAboriginal Health Worker · AUDietitian · AUOrthotist or prosthetist · AUOsteopath · AUChinese medicine practitioner · AUComplementary Health Therapist (not elsewhere classified) · AUSpeech-language pathologist · AUIntensive care ambulance paramedics · AUDental Therapist · AUMāori health assistant · AUPersonal care assistant · AUFuneral Workers (not elsewhere classified) · AURestaurant Manager / Café Manager · AUHotel Manager · AUBarista / café manager · AUTour Guide / Travel Consultant · AUCafé server · AUTourism Information Officer · AUHair and beauty assistant · AUHotel or motel front desk receptionist · AUMotor vehicle or caravan salesperson. · AUReal estate agent · CAInsurance broker · CAOther financial officers · CAInsurance, Real Estate and Finance Broking Manager · CAInsurance agents and brokers · CAPet groomers and animal care workers · CADance instructor (private teaching) · CASwimming instructor · CAOther performers · CAImage, social and other personal consultants · CASecondary school teachers · CASocial Worker · CAEarly childhood educators and assistants · CAElementary and secondary school teacher assistants · CATeacher for people with disabilities · CAPrimary school and kindergarten teachers · CAAccommodation advisor · CAEducation consultant · CACareer development practitioners and career advisors (excluding education sector) · CAReligious leader · CARecreation, sports and fitness policy researchers, advisors and project officers · CAOther instructors · CAReligious worker · CACommunity and social service project officer · CAEmergency dispatcher · CARegistered Nurse · CAOccupational Therapist · CADietitian · CAHome support workers, housekeepers and related occupations · CAAudiologists and Speech-Language Pathologists · CAMassage Therapist · CACounsellor / Psychotherapist · CADental assistant · CAComplementary Health Therapist (not elsewhere classified) · CARespiratory Therapists and Cardiopulmonary Technologists · CANursing Coordinator and Supervisor · CADispensing optician · CAMassage Therapist · CAFamily child care worker · CAPet groomers and animal care workers · CATour Guide / Travel Consultant · CAFlight attendant · CAFood and beverage attendant · CACustomer and personal service managers · CAOther services supervisors. · CAHead Receptionist and Supervisor · CAFood and Beverage Server · CAAirline and service agents · CATourist and travel guide · CAAnimal care worker · DELivestock caretaker · DEFloral supervisor · DEProcurement Specialist/Manager · DEMoney and pawnbroking officer. · DEConsumer advisor · DECustomer Relationship Management Specialist · DEArt and antique dealer · DEInterpreter and translator. · DETattooists and piercers · DEDance teacher · DESinger · DEConductor · DEpersonal service occupations · DEMagician and illusionist · DEArt appraiser · DESpeech Pathologist · DEMusic and art therapist · DEChildcare and education workers · DESocial workers and social educators · DECurative education nursing and special education specialist · DESocial Education and Addiction Counselor · DESupervision in education, social work, and therapeutic education · DEHousehold and Consumer Advice Supervisor · DETheologian · DECommunity Services Officer · DEReligious order members · DETheology and Community Work Manager · DEPrimary school teacher · DESpecial education teacher · DEMusic teacher · DEReligious education teacher · DEPhysical Education Teacher (non-specialised) · DEDriving instructor · DEGeneral manager of interest organisations · DEHealth and care professionals (non-specialist) · DENurse practitioner · DEPaediatric Nurse · DEEmergency services personnel · DEMidwife · DEMedical care, emergency services, and midwifery supervisors and managers · DEPaediatric and adolescent medical specialist · DEAnimal health practitioners · DEClinical psychologist · DEOccupational Therapist · DENaturopath and homeopathic physician. · DEPharmaceutical technical assistant · DEAged care worker (no specialization) · DEAged care home supervisor · DEHealth advisor · DEHealth and Wellness Practitioner · DEPersonal care supervisor · DEFuneral Industry Worker · DEHearing aid dispenser · DEHome care worker · DEAir passenger service officer · DEShip passenger service attendant · DECleaning Supervisor · DEMotor vehicle salesperson · DECosmetic and pharmacy product salesperson · DEEntertainment show host and guest relations specialist · DETour guide / Travel escort · DETourism and sports manager · DEFood and Beverage Service Worker · DEFuneral services supervisor · DEPassenger service worker (unspecialized) · DEPassenger service supervisor · DEAnimal caretakers and trainers · ESSkilled sheep and goat herders · ESFood and beverage tasting and grading specialist · ESChief Executive Officer · ESHuman Resources Director · ESFront Desk Receptionist (Non-Hotel) · ESPawnshop and loan officer · ESLinguist, interpreter, and translator · ESReligious foreign aid management · ESHousekeeping housekeeper · ESPersonal assistant or companion · ESFuneral service personnel and embalmers · ESOther unclassified personal service workers · ESAstrologers, fortune tellers, and related professions · ESEducation Services Supervisor · ESSecondary School Teachers (excluding specific vocational subjects) · ESPrimary school teacher · ESEarly childhood education teacher · ESEarly childhood education technician · ESSpecial education teacher · ESNon-formal education language teacher · ESEnvironmental education professionals · ESSocial work and education professionals · ESClergy of all religions · ESSocial work and education support professionals · ESCommunity event planner · ESKindergarten and education center caregivers · ESDriving school instructor · ESSpecial education teacher · ESHead of social interest organizations · ESDirector of Children's Social Services · ESCommissioner for Gender Equality Opportunities · ESSocial service administrative support professionals · ESCommissioner for Gender Equality · ESOther Social Services Directors · ESRegistered Nurse (General Practice) · ESSpecialist nurses (excluding midwives) · ESMidwife · ESPhysiotherapist · ESSpeech Pathologist · ESOccupational therapist · ESPsychologist · ESProsthetic Technician · ESHearing aid fitting technician · ESSenior oral hygiene technician · ESOptometric technician · ESPhysical therapy assistant · ESAcupuncturists and traditional Chinese medicine practitioners · ESOther alternative therapy professionals · ESHospital nursing assistant · ESJunior Care Assistant · ESHealth Service Personal Caregiver (Other Uncategorized) · ESHome personal caregiver · ESFamily child care worker · ESExperts in beauty, spa, and related treatments · ESHotel Manager · ESRestaurant manager · ESFood and Banquet Service Manager · ESHotel front desk receptionist · ESBar and restaurant operators · ESWaiter/Waitress · ESSales promoter · ESTour companions · ESTour guide · ESWildlife or pet keepers · FRInsurance client advisor · FRInsurance broker · FRBank/Financial Customer Relations Specialist · FRFinancial wealth management advisor · FRBank Relationship Manager · FRSocial Information Commissioner · FRBook binding and archival restorer · FRDealers of art, antiques, or secondhand items · FRMerchandiser Exhibitor · FRTranslation; Interpretation · FRPersonal development and wellness consultant · FRCultural heritage management · FRFuneral Services Supervisor · FRFuneral service consultant · FRFashion models and artistic modeling models · FRStage actor · FRSports activity educator · FRFamily mediator · FRSocial Worker · FREarly childhood educator · FRVocational integration technology supervision · FRSocial mediation and life coordinator · FRSocial and cultural intervener · FRSocial education intervention workers · FRFamily and social intervention workers · FREmployment and social inclusion consultant · FRPrimary school teacher · FRResearcher in the humanities and social sciences · FRAcademic and career guidance consultant · FRJudicial assistants and mediators · FRAnimal health workers · FRPreventive medicine doctor · FRPregnancy and childbirth follow-up specialist · FRChildcare assistant · FRAmbulance driver · FRPhysiotherapist · FROptometrists/opticians at optical shops · FRSpeech Pathologist · FROsteopaths and chiropractors · FRPsychomotor therapist · FROperating room professional care · FRPrevention specialist nurse · FRGeneral nurse · FRPediatric specialist nurse · FRLegal protection beneficiary assistants · FRPsychologist · FRMedical Social Support Specialist · FRAdult nursing assistant · FRChild care assistant · FRDomestic service staff · FRBody embalming and beautician · FRFresh produce wholesale salesperson · FRVehicle or leisure equipment rental agency · FRLocal Tourism Promotion Specialist · FRAccompanying travel, cultural, or sports activities · FRHotel-Restaurant Manager · FRLeisure or tourism accommodation manager · FRManager of a collective catering institution · FRFloor supervisor · FRKitchen supervisor · FRHotel front desk receptionist · FRCafé/bar manager · FRFood service managers · FRFood and Beverage Service Worker · FRSommelier · FRReception and consultation staff · FRWatch repair and assembly technician · FRSite cleaning management and inspector · FRKennel handler · NZFinance broker (mortgage broking direction) · NZInsurance broker · NZBuyer's Agent · NZInsurance broker · NZTrust officer · NZInsurance investigator · NZBarber / Beauty Therapist · NZInterpreter · NZPet groomer · NZFuneral Celebrant · NZFitness instructor · NZYoga instructor · NZDriving instructor · NZActor · NZTelevision Presenter · NZPet groomer · NZSports referee · NZPsychologist (Clinical Psychologist) · NZSecondary school teachers · NZEarly childhood teacher (early childhood educator) · NZSocial Worker · NZEarly childhood educator · NZTeaching assistant · NZSpecial education teacher · NZESL English Teacher · NZCommunity services worker · NZPrimary school teacher · NZChildcare centre manager · NZMaori language primary school teacher (Maori schools) · NZSecondary school teachers · NZVision impairment teacher · NZArt teacher (private tutor). · NZMusic teacher (private lessons) · NZEnglish teacher for foreign students · NZDog trainer · NZAfter-school care worker · NZMaori Language Nest Assistant · NZDormitory manager · NZGymnastics coach or instructor · NZGovernment Customer Service Officer · NZChild Protection Commissioner · NZHousing Officer · NZMember of Parliament · NZPolicy and Planning Manager · NZElectoral district officer · NZRegistered Nurse · NZPhysiotherapist · NZOccupational Therapist · NZMidwife · NZAged care worker · NZDisability support worker · NZSpeech Pathologist · NZEnrolled Nurse · NZDental Therapist · NZMassage Therapist · NZPersonal Care Worker · NZCounsellor / Psychotherapist · NZNDIS Support Coordinator (Australia) · NZBehaviour Support Practitioner · NZLocal coordinator · NZHome care package coordinator · NZAboriginal Health Worker (New Zealand) · NZDietitian · NZMental health nurse · NZOrthoptist · NZOrthotist or prosthetist · NZChinese medicine practitioner · NZComplementary Health Therapists nec · NZSpeech-language pathologist · NZDental Therapist · NZMāori health assistant · NZPersonal care assistant · NZCafe or restaurant manager · NZHotel or motel manager · NZBarista / café manager · NZTour Guide / Travel Consultant · NZCafé server · NZTourism Information Officer · NZHair and beauty assistant · NZHotel or motel front desk receptionist · NZMotor vehicle or caravan salesperson. · NZLeasing Salesperson · NZFitness and Health Coach · UKBarbers and hairdressers · UKSocial and human scientists · UKHigher Education Teacher · UKSecondary school teachers · UKPrimary school teacher · UKEarly Childhood Teacher (Nursery School) · UKSpecial education teacher · UKEnglish as a foreign language teacher · UKEducation Consultants and School Inspectors · UKEarly childhood education and care services manager · UKSocial Worker · UKProbation Officer · UKClergy · UKYouth work professional · UKYouth and Community Workers · UKChild and Early Education Officer · UKCounsellor / Psychotherapist · UKAdvanced Teaching Assistant · UKEarly childhood educators and childcare workers · UKCareer counsellor and vocational guidance specialist · UKEarly childhood education and care assistant · UKEducation support assistant · UKChild Care Worker (Family-based) · UKGame worker · UKAccommodation Manager and Live-in Caregiver · UKElected officials and representatives · UKCharity organization manager and director. · UKSocial Services Manager and Director · UKHousing Officer · UKAccommodation, day, and home care managers and operators · UKOccupational Therapist · UKSpeech Pathologist · UKPsychotherapists and cognitive behavioral therapists · UKRegistered community nurse · UKRegistered nurse (practitioner level) · UKRegistered Mental Health Nurse · UKRegistered Children's Nurse · UKOther registered nursing professionals · UKDispensing optician · UKComplementary health assistant professionals · UKVeterinary nurse · UKNannies and au pairs. · UKNursing support workers and assistants · UKNursing assistants and home care workers · UKSenior carer · UKEscort attendant · UKmortician, morgue and crematorium assistants · UKBeauticians and related occupations · UKTravel agency manager and owner · UKRental Services Manager. · UKReceptionist · UKButlers and related workers · UKWaiter/Waitress · UKCafe staff · UKAviation travel assistant · UKVehicle and parts salespersons and consultants · UKFarm, ranch, and aquaculture animal workers · USFundraising manager · USFuneral home manager · USAgricultural Produce Procurement Agent · USAuto Damage Insurance Appraiser · USLabor Relations Specialist · USCredit counselor · USArbitrators, mediators, and conciliators · USInsurance sales agent · USInsurance Claims and Policy Processing Clerk · USVisual merchandiser · USInterpreters and Translators · USPersonal service supervisor · USAnimal trainer · USAnimal caretaker · USFuneral director · USFuneral service worker · USFuneral director, mortician, and funeral arranger · USTour guide and escort · USTour guide · USSports coach and fitness instructor · USEducation and childcare administrator (preschool and day care) · USSchool psychologist · USEducation, Guidance and Career Advisors · USChild, family and school social workers · USClergy · USDirector of Religious Activities and Education · USSocial Work Teacher, Tertiary Education · USPreschool teachers (excluding special education) · USKindergarten teacher (excluding special education) · USElementary school teachers (excluding special education) · USSecondary school teacher (middle and high school, excluding special education and vocational education) · USsecondary school vocational teacher · USSecondary school teachers (excluding special education and vocational education) · USCareer and Technical Education Teacher (Secondary School) · USSpecial Education Teachers (Preschool) · USKindergarten special education teacher · USSpecial Education Teacher (Primary School) · USJunior high special education teacher · USSpecial education teacher (secondary school) · USAdult Basic Education and English as a Second Language Teachers · USTutor · USTeaching assistant (preschool, primary, secondary, excluding special education) · USSpecial education teaching assistant · USChildcare worker · USAccommodation advisor · USPolitical scientist · USPrivate detective and investigator · USClinical and Counseling Psychologists · USSubstance abuse and behavioral disorder counselor · USMarriage and Family Therapist · USMental health counselor · USRehabilitation Counsellor · USMedical social worker · USMental Health and Substance Abuse Social Worker · USSocial and Human Service Assistant · USCommunity health worker · USOccupational Therapist · USPhysiotherapist · USRehabilitation Therapist · USSpeech-Language Pathologist · USRegistered Nurse · USMidwife nurse · USAudiologist · USFamily medicine physician · USAcupuncturist · USDental hygienist · USPsychiatric technician · USNurse practitioner · USDispensing optician · USOrthotist and prosthetist · USHearing aid dispenser · USAthletic trainer · USHome health aide · USPersonal care assistant · USNursing Assistant · USPsychiatric assistant · USOccupational Therapy Assistant · USOccupational Therapy Assistant · USMassage Therapist · USDental technician · USFood service managers · USAccommodation manager · USFood service supervisor · USPrivate household chef. · USWaiter/Waitress · USRestaurant, lounge, and café receptionist · USHousekeeping and cleaning supervisors · USGambling services supervisor · USConcierge. · USHotel front desk receptionist · USflight attendant · USWatch repairer. · US
AI-augmented Opportunity (entry narrows)
Why this cluster is affected
Junior execution gets automated; value moves up to framing, judgement and collaboration — AI users multiply output.
⚠ Tasks AI will take over or replace
- Boilerplate code and scripts
- Initial data cleaning and charts
- Standard docs and first drafts
- Basic research summaries
🛡 Human moat
- Problem framing and design
- Business understanding
- Cross-team delivery
- Verifying AI output
✓ Who it fits
- Those who grow from doer to decision-maker
- Those embedding AI in workflows
✗ Who it does not fit
- Those relying on repetition
- Those not learning continuously
Already in it: what to build next
Entry roles narrow — move from executor to decision-maker fast.
Not yet in: is it worth entering
Still worth entering — aim to combine AI fluency with domain sense.
Pivot toward
Build: domain software, data analysis, business sense, AI workflows, project communication.
Representative occupations
Agricultural technician / agronomist · AUEnvironmental Consultant · AUHorticultural Crop Grower (other) · AUAgronomist · AUWinemaker · AUEnvironmental Scientists (nec) · AUBotanist · AUAgricultural and Agriculture Technician · AUJunior Quality Assurance Officer · AUWool handler · AUFinancial analyst · AUInsurance Actuary · AUBusiness Analyst · AUHuman resources manager · AUSupply chain manager · AUProcurement Manager · AUCorporate Trainer / Training Manager · AULegal Assistant / Legal Secretary · AUReal estate agent / property manager · AUContracts Administrator · AUProject Manager · AUProcurement Officer · AUEmployee Relations Officer · AUUrban Planner · AUStatistician · AUWorkplace Health and Safety Officer · AUCourt Stenographer · AUManagement Consultant · AUHuman resources manager · AUPolicy analyst · AUPayroll clerk · AUCredit Officer · AUPublic relations manager · AUCommodity trader · AUWorkplace Relationship Consultant · AUManagement Consultant · AUPharmaceutical sales representative · AUContracts Administrator · AUCredit Officer · AUInsurance investigator · AUOther sales representatives · AUHead of a real estate agency · AUIndustrial Designer · AUGraphic designer · AUPhotographer · AUVideo producer / editor · AUMarketing Manager · AUJournalist · AUInterior Designer · AUAnimator / Game Designer · AUPainter (visual arts) · AUMusician (instrumental) · AUSinger · AUDance instructor · AUArts management or manager. · AUEntertainer or variety show performer · AUcomposer · AUPhotographer · AUSculptor · AUMedia producer (excluding video) · AUBook or script editor · AUDirector (Film, Television, Radio or Stage) · AUProgram Director (TV or Radio) · AUTechnical Director (Film/Stage) · AUFilm, Television, Radio and Stage Directors (Other) · AUPrint journalist · AUTechnical writer · AUJournalists and other unclassified writers · AUAdvertising specialist · AUPublic Relations Officer · AUFashion Designer · AUWeb designer · AUUniversity lecturer (tertiary educator) · AUVocational Trainer · AULibrarian · AUPrincipal · AURegional Education Manager · AUChemist · AUZoologist · AUPhysicist. · AUUniversity tutor · AUArt teacher (private tutor). · AUMusic teacher (private lessons) · AUMechanical Engineer · AUArchitect · AUChemical Engineer · AUFood Technologist · AUArchitectural drafter · AUWater Resources Engineer · AUProcess Engineer · AUProject Engineer · AUQuality Engineer · AUEngineering Manager · AUProduction Manager · AUTelecommunications Engineer · AUProject Manager (Construction) · AUCartographer. · AUIndustrial Engineer · AUEngineering technician · AUEnvironmental Research Scientist · AUMetallurgist · AUElectrical engineering technician · AUMechanical engineering technician · AURadio communications technician · AUElectronic Instrument Trades Worker (General) · AUElectric vehicle charging infrastructure engineer · AUData center electrical engineer · AUProtection and control engineer · AUElectric vehicle battery diagnostic expert · AULocal council officer · AUGovernment project officer · AUUniversity administrator · AUPolicy and Planning Manager · AUElectoral district officer · AURadiographer · AUOptometrist · AUOperating Theatre Technician · AUHealth and Welfare Services Manager · AUMedical Technician · AUPrimary Care Organisation Manager · AUMicrobiologist · AUNatural and Physical Science Professionals (other nec) · AUNeurologist · AUMedical laboratory technician · AUClinical coder · AUSterilization technician · AUEvent Coordinator / Events Manager · AUBartender / Bar Manager · AURetail Manager · AURetail Supervisor · AUPastry chef · AURetail Loss Prevention Officer · AUAutomotive parts sales representative · AUCybersecurity Engineer · AUCloud Computing Engineer · AUMachine Learning Engineer · AUDevOps Engineer · AUData Analyst · AUIT Project Manager · AUUI/UX designer · AUWeb designer · AUNetwork Engineer · AUDatabase administrator · AUIT technical support · AUERP Consultant · AUBusiness Intelligence Analyst · AUMobile application developer · AUTest Engineer · AUIT Project Coordinator · AUWeb Development · AUICT Sales · AUICT Project Manager · AUMathematician. · AUData scientist · AUContent Creator (Marketing) · AUICT account manager · AUOther scientific and technical professionals · AUElectronics engineering technician · AUICT Customer Support Officer · AUTelecommunications Network Planner · AUEmbedded/firmware engineer · AUFPGA engineer · AUASIC chip design engineer · AUAnalog/mixed-signal IC design engineer · AUIC Verification Engineer · AUAutomotive Mechanic · AUSheet Metal Worker · AUCivil/Structural Engineer / Site Manager · AUTool and Die Maker · AUCNC machine operator · AUIndustrial Machinery Mechanic · AUMetal fabrication worker · AUEngineering pattern maker · AUbuilding and plumbing supplies sales representative · AUClay product machine operator · AUOther wood processing machine operators · AUSeafarer / Maritime officer · AUMineral Processing Technician · AUWarehouse Supervisor · AUShip master · AUShipping professionals (other unclassified) · AUImport/Export Clerk · AUProduct Grader · AUAgricultural service contractors, farm supervisors, and specialized livestock workers · CAEnvironmental scientists and specialists (including health) · CAForester · CAAgricultural representatives, advisors, and specialists · CAEnvironmental Scientists (including Meteorologists and Oceanographers) · CAAgricultural and Agriculture Technician · CAFood and beverage processing quality control technician · CAFarm Manager · CAGeologists and oceanographers · CAForestry professionals · CAFinancial investment analysts · CAHuman resources manager · CAProcurement Manager · CACorporate Trainer / Training Manager · CAConveyancer · CAContracts Administrator · CATelecommunications network manager · CAProcurement agents and officers · CAUrban Planner · CAStatistician · CAOccupational Health and Safety Specialist. · CARecords Manager · CAManagement consultants and business analysts · CAPolicy analyst · CARetail sales and customer service supervisors, and professional sales representatives (bank customer service representatives/tellers) · CAReal estate agents and salespersons · CAPayroll clerk · CACredit Officer · CASenior Manager - Finance, Communication, and Other Business Services · CAAdvertising, marketing, and public relations professionals · CAFinancial Investment Manager · CAPharmaceutical sales representative · CAMoney market clerk · CASales and Customer Representatives (Wholesale, Non-Technical) · CABank, Credit and Other Investment Managers · CACorporate sales manager · CABusiness Management Consultant · CAFinancial insurance office supervisor · CAAdministrative assistant · CAParalegal and related occupations · CALegal administrative assistant · CAStatistical officers and related research support occupations. · CAAccounting and related clerks · CABank, insurance, and other financial clerks · CACommunication, publishing, and regulatory affairs clerks · CAProcurement and Inventory Controller · CAMathematicians, statisticians, and actuaries · CAEconomist and economic policy researcher and analyst · CARetail and wholesale buyer · CAFinancial Sales Representative · CACustomer and information services supervisor · CAOther sales-related occupations · CAIndustrial Designer · CAPhotographer · CAMotion graphic designers, film and video camera operators. · CAAdvertising, Marketing and Public Relations Manager. · CAJournalist · CAInterior Designer · CAAnimator / Game Designer · CATranslators, terminologists, and interpreters · CAPainter (visual arts) · CAMusician (instrumental) · CAArts, publishing, and performing arts manager · CAPhotographer · CAMedia Producer (Broadcast and Digital Media). · CATelevision Presenter · CAFashion Designer · CAPet groomers and animal care workers · CAOther technical and coordinating occupations in film, broadcasting, and performing arts · CADesktop publishing operators and related occupations. · CAConservation Officer and Curator · CAEditor · CAJournalist · CATranslators, terminologists, and interpreters · CAMusicians and singers · CAFilm and Video Camera Operator · CAGraphic arts technician. · CABroadcast technician · CAAudio and Video Recording Technician · CAOther Technical and Coordinating Occupations in Film, Broadcasting, and Performing Arts · CAAnnouncers and Other Broadcasters · CAGraphic Designer and Illustrator · CAInterior Designer and Interior Decorator · CAArtisans and craftspeople · CAPattern maker for textiles, leather and fur products · CATailor, dressmaker, furrier, and milliner · CACollege and other vocational training teachers · CALibrarian · CAPrimary and secondary education managers (regional education managers) · CAChemist · CABiologists and Related Scientists · CALibrary, Archive, Museum and Gallery Managers · CALibrary, correspondence and related information workers supervisor · CAPhysicists and Astronomers · CAOther Physical Science Professionals · CAHigher education teaching and research assistant · CAEducation policy researcher, consultant, and project officer · CALibrary and Public Archive Technician · CAMechanical Engineer · CAElectrical and electronics engineer · CAChemical Engineer · CAQuantity Surveyor · CAIndustrial instrument technicians and mechanics · CAIndustrial engineering and manufacturing technician · CAWater Resources Engineer · CAEngineering Manager · CAManufacturing manager · CAComputer engineers (except software engineers and designers) · CAIndustrial Engineer · CAMetallurgical and Materials Engineer · CAElectrical and electronic engineering technician · CAConstruction and science manager. · CAElectrical equipment manufacturing machine operators and inspectors · CAElectric vehicle charging infrastructure engineer · CAData center electrical engineer · CAProtection and control engineer · CAElectric vehicle battery diagnostic expert · CAGovernment manager—economic analysis, policy development, and project management · CAMedical office administrator · CASocial policy researchers, advisors, and program officers · CASenior Manager - Trade, Broadcasting and Other Services · CAOther managers in public administration · CASocial, community and correctional service managers · CARecords management technician · CANatural and applied science policy researchers, consultants, and program officers · CAPhysiotherapist · CAMedical laboratory technician · CAHealthcare manager · CANatural and Physical Science Professionals (Other) · CAPharmacist · CAHealth Information Manager · CABiologists and Related Scientists · CASurgical specialist · CAOptometrist · CAKinesiologists and other therapy and assessment professionals · CAAnimal health technicians and veterinary technologists · CAPharmacy Technician and Pharmacy Assistant · CADental technicians and prosthetists · CALicensed practical nurse · CAMeeting and event planner · CARetail and wholesale trade manager · CABaker/pastry chef · CARetail Loss Prevention Manager · CADirector of entertainment, sports, and fitness programs and services · CAAccommodation services manager · CARetail Supervisor · CASoftware engineer · CAWeb designer · CAWeb Development · CABiotechnician. · CATelecommunications Network Planner · CAInformation systems specialist · CAEmbedded/firmware engineer · CAFPGA engineer · CAASIC chip design engineer · CAAnalog/mixed-signal IC design engineer · CAIC Verification Engineer · CASenior Manager - Construction, Transport, Production and Utilities · CAResidential building and renovation manager · CACarpentry industry contractors and supervisors · CAPrinting and Related Trades Supervisor · CAPlastic and Rubber Products Production Supervisor · CAOther Mechanical and Metal Product Manufacturing Supervisor · CACentral Control and Process Operator (Mineral and Metal Processing) · CAMechanical processing tool operator · CAFurniture assemblers, trimmers, refinishers, and inspectors · CAPostal and Courier Services Manager · CATransport Manager · CACustoms, Ship and Other Brokers · CATransport route and schedule dispatcher · CAMarine chief engineer / marine engineer officer · CAGround and water transport ticketing agents, freight forwarders, and related clerks. · CAFishing vessel master and senior crew · CAAgricultural specialist · DEAgricultural laboratory technician · DEAnimal Care Supervisors and Managers · DEVineyard worker · DEForestry, hunting, and landscape conservation managers · DEGreenkeeper (General) · DEFruit and vegetable grower · DEFlorist · DEDistiller / Winemaker · DEBiologist (Ecology) · DEBiologist (Botany) · DEBiologist (Zoology) · DEStatistician · DEMathematics and Statistics Manager · DEChemist · DESales occupations (excluding Information and Communication Technology) · DECommodity broker and auctioneer · DEProcurement and Sales Manager · DETrader (wholesale and retail) · DEWholesale and foreign trade business specialist · DERetail and wholesale trade manager · DEReal Estate Agent and Property Manager · DESales Manager · DEBusiness and Technology Enterprise Management Specialist · DEEnterprise Organization and Planning Specialist · DEManagement consultant · DEEconomic promotion officer · DECorporate Services Managers · DECoders, Checkers and Related Clerks · DEHR Development and Administration Officer · DEHR Service Specialist · DEHuman Resources and Services Manager · DEBank Teller · DEInsurance and financial services manager · DEEconomist · DEAdvertising and Marketing Specialist · DEAdvertising and Marketing Manager · DEDigital and print media designer. · DEGraphic, Communication and Photographic Designers · DETechnical media design supervisors and managers · DEPhotographic Technician · DEPhotographer · DECinematography techniques and camera supervision · DETextile designer · DEFashion Designer · DEBookseller · DEEvent Services and Management Professionals · DEMedia, Document and Information Services Manager · DEMake-up Artist · DEArts and Drama Educator · DEGerman language and literature specialist · DEMedia and drama scholars · DEMarket and Social Researcher · DEConversational marketing professionals · DEPublic Relations Officer · DEPublic relations manager · DEPublishing and Media Business Specialist · DEPublishing and Media Economics Manager · DEEditor and journalist · DEEditorial and News Management Director · DEProduct and industrial designers · DEInterior Designer · DEVisual merchandiser · DEInterior Decorator · DEInterior architecture, visual merchandising, and interior design supervisor · DECraft and visual artists (not further specified) · DEFine Painters and Draftspersons · DECrafts and Visual Arts Supervisor · DEArtistic ceramic designer · DEArt glass, ceramic and porcelain painter · DECeramics and Glass Art Design Supervisor · DECarver · DEMusical instrument maker · DEMusician · DEcomposer · DEActor · DEDancer/choreographer · DEEvents and entertainment manager · DEComedians and cabaret artists · DERadio and television host · DEFilm and television producer · DEDirector (Film, Television, Radio or Stage) · DETheatre, film, and television production managers · DECamera Technician · DEAudio-Video Technician · DEEvent, Camera, and Audio-Visual Technology Supervisor · DEStage and costume designers · DEStage and costume design director, prop management. · DEMuseum officer (general) · DELibrarian · DENon-clinical psychologist · DESecondary school teachers · DETeacher trainer · DEGeneral school principal · DEVocational education teacher · DECorporate Training and Vocational Education Specialist · DEVocational school and company training coordinator · DEHigher Education Lecturers and Researchers · DEUniversity teaching and research manager · DEAdult Education Teacher · DEForeign language teacher · DEHead of an out-of-school education institution · DEBall sports coach. · DELinguist / Language Science Specialist · DEEnglish and American English Research Specialist · DERomance Philology Expert · DESlavic studies specialist · DEArabic and Oriental Studies Researcher · DEAsian Language and Literature Scholar · DEClassical philologists · DEPhilosophy, religion, and ethics professionals · DEHistorian · DEArchaeologist · DERegional Research Specialist · DEAnthropologists and ethnologists · DEPolitical scientist · DESociologist · DEEducationalist · DEDemographer · DELecturer · DEGlass instrument calibrator · DEPrecision Optics Technician · DEPaint laboratory technician · DEMetal Surface Treatment Specialist · DEPrecision mechanical technician · DEPrecision Engineering and Tool Technology Supervisor · DEMechanical engineering and operations technician · DEMachine and equipment operators · DEMechanical Engineering and Equipment Technology Supervisors and Managers · DEMechatronics and automation technician · DEMechatronics Engineer · DEAutomation Technician · DEMechatronics and Automation Technology Manager · DEEnergy Technology Manager · DEMicrosystems technology engineer. · DETechnical R&D Engineer · DETechnical R&D manager · DEDesign and Equipment Engineering · DEModel maker. · DETechnical Drawing, Design and Model Making Supervisors and Managers · DETechnical production planning and control officer · DETechnical production planning and control supervisor · DEJuice Technologist · DEBeverage production supervisors and managers · DEFood and beverage production supervisor · DEArchitect · DEBuilding planning and supervision manager · DESurveying Technician · DECartographer. · DEWaste management professionals · DEBiologist · DEChemical and Pharmaceutical Technician · DEChemical Laboratory Technician · DEChemical Industry Supervisors and Managers · DEPhysicist (any specialisation) · DEPhysics laboratory technician · DEPhysics heads and leaders · DEGeographer · DEMeteorologist · DEEnvironmental Protection Management and Consulting Specialist · DEOccupational Safety and Security Technology Specialist · DEMaterials technician · DEElectric vehicle charging infrastructure engineer · DEData center electrical engineer · DEProtection and control engineer · DEElectric vehicle battery diagnostic expert · DEWater, Emissions, and Waste Protection Officer · DEPublic Administration Officer (General) · DESergeant with aiguillette · DEBiotechnology laboratory technician · DEBiologist (Microbiology) · DEBiologist (Human Biology) · DEMedical and Hygiene Products Sales Representative · DESocial and healthcare management occupations · DEMedical assistant · DEDental assistant · DEMedical laboratory technician · DEFunctional diagnostic medical technician · DESurgical/medical technology assistant · DEInternal Medicine Specialist Physician · DESpecialists in neurology, psychiatry, psychotherapy, and psychosomatic medicine · DEPhysiotherapist · DENon-physician therapist and naturopathic manager · DEMedical Quality Specialist · DEMedical technology specialist · DEDental technician · DEWinemaker and Malt Maker · DEFood and beverage taster · DEChef (no specialisation) · DEGrill, fry, and fish chef · DESalesperson · DESalesperson of clothing, sporting goods, leather goods, and footwear · DEJewelry and watch salespersons · DEOffice supplies, gifts, and toy salesperson · DEFood salesperson · DEMusical instrument/music supplies retail specialist · DEHotel Manager · DEHotel Manager · DERestaurant and systems restaurant managers · DEInformation and Communications Technology Specialist · DEMathematician. · DEComputer Scientist (General) · DEBusiness informatics specialist · DETechnical Information Specialist · DEBioinformatics and Medical Informatics Specialist · DEGeographic Information Specialist · DEMedia informatics specialist · DEIT systems analyst · DEIT Applications Consultant · DEIT Sales Representative · DEIT Manager - IT Systems Analysis, IT Application Consulting, and IT Sales · DEIT network technician · DEIT coordinator · DEIT systems administrator · DEDatabase development and administration · DENetwork administrator · DEProgrammer · DESoftware Development and Programming Lead · DEDocument and Information Service Specialist · DEIT Application Trainer · DEEmbedded/firmware engineer · DEFPGA engineer · DEASIC chip design engineer · DEAnalog/mixed-signal IC design engineer · DEIC Verification Engineer · DEVehicle painter · DEWood material and component production workers · DEWood products production worker. · DEBookbinding and Print Finishing Occupations · DEMetal cutting machining occupation. · DEMetal structure worker · DETool machinist · DEMotor technician · DETechnical seamstress, sailmaker · DETextile processing supervisors and managers · DEBeverage production worker. · DEDairy Production Worker · DEConstruction accountant and cost controller · DEHigh-rise building construction supervisor · DEUnderground construction foreman · DEBlind and shutter installer · DESupervisor in Dry Construction and Insulation, Carpentry, Glazing, and Shutter Construction · DEPipe organ builder · DETraffic Operations Manager · DETraffic Management Clerk · DEFreight forwarding and logistics services specialist · DEAviation Business Management Specialist · DEShipping business officer. · DEShip Officers and Masters · DEAgricultural engineer · ESAgricultural Technology Engineer · ESForestry and Natural Environment Technology Engineer · ESEnvironmental protection professionals · ESWinemaker · ESBioscience Technician (excluding health field) · ESAgricultural technician · ESAgricultural technician · ESSkilled workers in orchards, greenhouses, nurseries, and horticulture · ESPoultry and rabbit breeding technicians · ESMobile agricultural machinery operator · ESMobile forestry machinery operator · ESDirector of Sales and Marketing · ESDirector of Advertising and Public Relations · ESDirector of other professional services firms · ESRetail store manager · ESMathematicians and actuaries · ESUnclassified legal professionals · ESFinancial and investment advisor · ESFinancial analyst · ESManagement and Organization Analyst · ESCorporate Policy Management Specialist · ESHuman Resources and Personnel Policy Specialist · ESAdvertising and marketing professionals · ESInformation and communication technology sales professionals · ESEconomist · ESFinancial and investment assistant professionals · ESStatistics, mathematics, and related auxiliary professionals · ESBusiness agency and representation · ESInsurance brokers and agents · ESProcurement agency · ESReal estate agents and property managers · ESSecretary in charge · ESLegal assistant · ESAdministrative assistant and administrative supervisor · ESParalegals and legal support professionals · ESHR service staff · ESCashier and related clerks · ESCustomer Service Administrative Assistant · ESTechnical and Medical Sales Professionals (excluding ICT) · ESDirector and manager of leisure, cultural, and sports event enterprises · ESProduct and fashion designers · ESGraphic and multimedia designers. · ESPublic Relations Officer · ESWriter · ESJournalist · ESVisual artist · ESComposer, musician, and singer · ESChoreographers and dancers · ESFilm, theater, and related directors · ESActor · ESHosts of radio, television, and other programs · ESBullfighting professionals · ESOther creative and performing artists · ESSpokesperson and public relations agent · ESArts and sports agents and other commercial service agents · ESSports coaches and referees · ESPhotographer · ESInterior designers and decorators · ESTechnicians in art galleries, museums, and libraries · ESCulture and arts support technicians and professionals · ESAudiovisual recording technician · ESBroadcast technician · ESUser information service personnel · ESFashion, art, and advertising model · ESInstrument maker and sound engineer · ESPrepress worker · ESTailors, women's tailors, fur makers, and hatmakers · ESPhotography laboratory operator · ESUniversity and other higher education teachers · ESVocational Training Teacher (Professional Courses) · ESExpert in pedagogy and pedagogy · ESNon-formal music and dance teacher · ESNon-degree art teacher · ESInformation Technology Lecturer (Non-formal Education) · ESUncategorized teachers and education professionals · ESPhysicists and Astronomers · ESBiologist · ESTraining specialists · ESSociologist · ESPhilosopher, historian, and political scientist · ESlibrarians, archivists, and related professionals · ESLibrary and archival assistant · ESR&D Director · ESManufacturing manager · ESDirector of a construction company · ESChemist · ESIndustrial and Production Engineer · ESMechanical Engineer · ESAeronautical engineer · ESChemical Engineer · ESElectronics engineer · ESArchitect (excluding landscape and urban planners) · ESGeographers and cartographers · ESAeronautical engineering technician · ESChemical engineering engineer · ESOther unclassified technical engineers · ESElectrical engineering technician · ESElectronics engineering technician · ESTelecommunications Technology Engineer · ESTechnical architect and urban planner · ESPhysical and chemical science technician · ESElectronics technician · ESIndustrial chemistry laboratory technician and analyst · ESMetallurgical and mining technician · ESOther physical, chemical, environmental, and engineering science and technicians · ESPhysical, chemical, and engineering science quality control technician · ESTelecommunications Engineering Technician · ESIndustrial and Production Technology Engineer · ESElectric vehicle charging infrastructure engineer · ESData center electrical engineer · ESProtection and control engineer · ESElectric vehicle battery diagnostic expert · ESExecutive Director of Policy and Planning and Other Uncategorized Administration · ESPublic administration expert · ESDirector of Hospital and Medical Services · ESSocial Services Manager for the Elderly · ESOptometrist · ESOccupational health and hygiene professionals · ESOther unclassified health professionals · ESAnatomical pathology and cytology technician · ESClinical diagnostic laboratory technician · ESOrthopedic prosthetist technician · ESSenior Health Documentation Technician · ESSenior Nutrition Technician · ESOccupational Risk Prevention and Environmental Health Technician · ESUnclassified health technicians · ESMedical or clinic secretary · ESDirector and manager of other accommodation service companies · ESConference and event planner · ESHead of the retail store department · ESShop owner · ESNewsstand clerk · ESSmall accommodation owner-operators · ESStatistician · ESSystems analyst · ESWeb and multimedia analysts, programmers, and designers · ESDatabase designers and administrators · ESSystem and Network Administrator · ESComputer network analyst · ESDatabase and Computer Network Specialist (not separately categorized) · ESComputer system operation and maintenance technician · ESInformation Technology User Support Technician · ESNetwork Technician · ESNetwork Technician · ESComputer programmer · ESEmbedded/firmware engineer · ESFPGA engineer · ESASIC chip design engineer · ESAnalog/mixed-signal IC design engineer · ESIC Verification Engineer · ESBuilding supervisor · ESSupervisor of printing and paper production · ESSheet metal workers and boiler manufacturers · ESTool makers, mechanical assemblers, model workers, mold workers, and related personnel · ESMachine tool debugging and operator · ESAgricultural and industrial machinery repairman and adjuster · ESElectrical equipment mechanic and maintenance worker · ESInformation and communication technology installation and maintenance personnel · ESWoodworking craftsmen and related workers; Basket and brush makers, and similar workers · ESTextile and leather and similar material craftsmen, fiber preppers, hand loom or knitting workers, and related personnel · ESOther unclassified artisans · ESPrinting process worker · ESWood processing machine debuggers and operators · ESTextile and leather goods pattern maker · ESLeather processing machine operator · ESDirector of supply, transportation, distribution, and related companies · ESChief engineer and engineer · ESAgricultural and forestry machinery operator · FRNatural Heritage Protection Commissioner · FRForest Breeder · FRAgricultural and environmental technology consultant · FRAlcoholic beverage fermentation operator · FRAnimal species protection and restoration commissioner · FRPlant salesperson · FRDirector of Insurance Operations · FRActuarial Research (Insurance Sector) · FRInsurance risk expert · FRInsurance underwriters and claims adjusters · FRInsurance underwriters · FRCredit and banking risk analyst · FRBanking and financial product design and expert · FRBank Operations Manager · FRFinancial market traders · FRFinancial market back-office and middle office manager · FRBanking and Insurance Manager · FRReal estate leasing management · FRReal estate project manager · FRReal estate agent · FREquipment and machinery wholesale salesperson · FRRetail store manager · FRKey Account and Corporate Relations Manager · FRPersonal Client Relations Specialist · FRSales Team Manager · FRTechnical Sales Consultant · FRTelemarketing and telemarketing consultants · FRNon-food product line manager · FRSales management and business engineering · FRLegal collaborators · FRProcurement Manager · FRProcurement Director · FRFinancial analysis and engineering · FRManagement Controller · FRAdministrative and Financial Director · FRAccounting department or service manager · FRDirector of Small and Medium Enterprises · FRCorporate management and organizational consultant · FRInvestigation management and execution · FRHuman Resources Assistant · FRHuman resource development · FRHuman resource management · FRAdministrative assistant · FRTechnical and administrative assistant · FRSecretary · FRTrend analyst · FRProduct management and operations · FRCustomer Relationship Management Manager · FRMarketing manager · FRSales promotion specialist · FRBusiness strategy · FRVisual artist · FRCeramic and synthetic material decoration and practical item maker · FRRetail and exhibition space decorator · FRArt and craft decorator · FRSculptor—embosser · FRArtistic and functional glassware maker · FRHat maker · FRLeather goods and soft material product makers (excluding clothing) · FRCustom or small-batch clothing makers · FRFashion Designer · FRCostume alterer · FRBook Author (Writer) · FRCommunications Specialist · FRMultimedia content designer · FRPublishing Coordinator · FRReporter and Media Information Specialist · FREvent planner · FRPhotographer · FRTechnician in the Film Lab · FRMultimedia content producer · FRSupervisor of the graphic printing industry · FRProofreader for publishing and news editing · FRPrepress technician · FRAdvertising Development and Promotion Specialist · FRMedia planner · FRInterior Designer · FRCultural or leisure event planners · FRIndustrial Designer · FRFlexible materials industrial design technician · FRFormulation and sensory analysis technical specialist · FRPattern maker · FRMusic and stage entertainment event organizer · FRPerforming or program hosts · FRDancer · FRMusician and singer · FRCircus and visual arts performers · FRLive performance stage director · FRFilm and audiovisual production and administrative management · FRArtists and performance promoters · FRFilm and audiovisual producer · FRHairstylist and makeup artist for performances · FRFilm and theater set and prop designer · FRStage lighting technician · FRFilm and television image technician · FRAudio and video editing and post-production · FRSound recording and sound engineer · FRAnimated film and special effects artist · FRInvestigation supervisor · FRTraining consultant · FRInstructional Coordinator · FRPrincipal/Dean of an educational institution · FRArt teacher · FRHigher Education Teacher · FRTechnical and vocational education teachers · FRVocational Trainer · FRResearcher in the universe, matter, and life sciences · FRSocioeconomic research and forecaster · FRArchitecture and landscape design · FRTopographic surveyor · FRArchitectural and landscape engineering management · FRConstruction site supervisor · FRIndustrial color technology expert · FRDesign and drafting of electrical and electronic products · FRMechanical product designer · FRIndustrial R&D and Engineering Management · FRAutomation Design and Research Technician · FRR&D Technical Intervention Specialist · FRIndustrial and Logistics Management Engineer · FRMethods and industrialization engineers · FRMethods and Industrialization Technical Intervention Specialist · FRDirector of the Industrial Analysis Laboratory · FRIndustrial Quality Management and Engineering · FRTechnician in the Industrial Analysis Laboratory · FRMechanical and metalworking quality technician · FRProduction Management and Engineering · FRDirector of Infrastructure and Building Maintenance Engineering · FRAutomation system installation and maintenance technician · FRIndustrial Equipment Installation and Maintenance Technician · FRElectronic installation and maintenance technician · FRTelecommunications and Weak Current Installation and Maintenance Technician · FRElectrical maintenance worker · FRTelecommunications network research and development · FRMeteorological information officer · FRElectric vehicle charging infrastructure engineer · FRData center electrical engineer · FRProtection and control engineer · FRElectric vehicle battery diagnostic expert · FRPublic policy implementation and guidance officials · FRLocal development officers · FRAnimal podiatrist · FRSpa therapist · FRMedical biologist · FRMedical laboratory analyst · FRMedical Technology Assistant · FRMedical imaging technician · FROccupational Therapist · FROrthoptist · FRDental technician · FRProsthetist and orthotist · FRMedical or Auxiliary Health Service Coordinator · FRPublic health consultant · FRPet store salesperson · FRHome Decoration and Equipment Salesperson · FRClothing and personal accessories salesperson · FRAutomotive sales consultant · FRManager of the grocery department · FRStore manager of a large supermarket · FRCashier supervisor · FRHotel-Restaurant Management Assistant · FRHotel concierge · FRMultimedia website development · FRCustomer technical support staff · FRTechnical documentation writer · FRElectronics R&D Technician · FRComputer and Office Equipment Maintenance Technician · FRInformation and Document Management Manager · FRInformation systems experts and technical support · FRInformation systems consulting and project management consulting · FRGeographic Information Commissioner · FREmbedded/firmware engineer · FRFPGA engineer · FRASIC chip design engineer · FRAnalog/mixed-signal IC design engineer · FRIC Verification Engineer · FRCraftsmen in rattan weaving and plant fiber products · FRPrinting and Image Industry Technician · FRSanitation and heating equipment installer · FRSoft materials workshop or team supervisor · FRMetal forming equipment operator · FROperator of material forming and cutting equipment · FRNon-metallic material modeler · FRIndustrial equipment commissioner · FRIndustrial Painter · FRIndustrial machinery maintenance technician · FRShip mechanic · FRArt Metal Artisan · FRIndustrial and Logistics Management Technician · FRFreight forwarding agency · FRSupply chain design and organization engineer · FRLogistics operations technician · FRInland shipping driver · FRInland waterway transport operator · FRDirector of Road Freight Operations · FRHighway freight transport operations technician · FRHighway passenger transport operations technician · FRAgricultural technician / agronomist · NZEnvironmental Consultant · NZFruit grower · NZAgronomist · NZWinemaker · NZEnvironmental Scientists (nec) · NZBotanist · NZAgricultural and Agriculture Technician · NZAquaculture or fisheries technician · NZSenior Broadacre Crop and Livestock Farm Worker · NZFinancial analyst · NZActuary · NZManagement Consultant · NZHuman resources manager · NZSupply chain manager · NZProcurement Manager · NZTraining and development manager · NZLegal Assistant / Legal Secretary · NZReal estate agent / Property manager · NZContracts Administrator · NZProject Manager · NZProcurement Officer · NZEmployee Relations Officer · NZUrban Planner · NZStatistician · NZOccupational Health and Safety Officer · NZCourt Stenographer · NZManagement Consultant · NZHuman resources manager · NZPolicy analyst · NZCredit Officer · NZPayroll clerk · NZPublic relations manager · NZWholesaler · NZCommodity trader · NZWorkplace Relationship Consultant · NZManagement Consultant · NZPharmaceutical sales representative · NZContracts Administrator · NZCredit Officer · NZOther Sales Representatives (New Zealand) · NZHead of a real estate agency · NZIndustrial Designer · NZGraphic designer · NZPhotographer · NZVideo producer / editor · NZMarketing Manager · NZJournalist · NZInterior Designer · NZAnimator / Game Designer · NZPainter (visual arts) · NZMusician (instrumental) · NZSinger · NZDance instructor (private teaching) · NZArts administrator or manager · NZEntertainer or variety show performer · NZcomposer · NZPhotographer · NZSculptor · NZMedia producer (excluding video) · NZBook or script editor · NZDirector (Film, Television, Radio or Stage) · NZProgram Director (TV or Radio) · NZTechnical Director (Film/Stage) · NZFilm, Television, Radio and Stage Directors (Other) · NZPrint journalist · NZTechnical writer · NZJournalists and other unclassified writers · NZAdvertising specialist · NZPublic Relations Officer · NZFashion Designer · NZWeb designer · NZProduction Assistant (Film, Television, Radio or Stage) · NZUniversity lecturer · NZVocational education and training teacher · NZLibrarian · NZPrincipal · NZRegional Education Manager · NZChemist · NZZoologist · NZPhysicist. · NZUniversity tutor · NZMechanical Engineer · NZArchitect · NZChemical Engineer · NZFood Technologist · NZArchitectural drafter · NZWater Resources Engineer · NZProcess Engineer · NZProject Engineer · NZQuality Engineer · NZEngineering Manager · NZProduction Manager (Manufacturing) · NZTelecommunications Engineer · NZProject Manager (Construction) · NZCartographer. · NZIndustrial Engineer · NZEngineering technician · NZEnvironmental Research Scientist · NZMetallurgist · NZElectrical engineering technician · NZMechanical engineering technician · NZRadio communications technician · NZElectronic Instrument Trades Worker (General) · NZElectric vehicle charging infrastructure engineer · NZData center electrical engineer · NZProtection and control engineer · NZElectric vehicle battery diagnostic expert · NZLocal council officer · NZGovernment project officer · NZUniversity administrator · NZRadiographer · NZOptometrist · NZMedical and welfare services manager · NZMedical Technician · NZOperating Theatre Technician · NZPrimary Care Organisation Manager · NZMicrobiologist · NZNatural and Physical Science Professionals (other nec) · NZNeurologist · NZMedical laboratory technician · NZPharmacy technician · NZSterilization technician · NZEvent planner / Meeting and event organizer · NZBartender / Bar Manager · NZRetail Manager · NZRetail Supervisor · NZPastry chef · NZAutomotive parts sales representative · NZCybersecurity Engineer · NZCloud Computing Engineer · NZMachine Learning Engineer · NZDevOps Engineer · NZICT Business Analyst / Data Analyst · NZIT Project Manager · NZUI/UX designer · NZWeb designer · NZNetwork Engineer · NZDatabase administrator · NZInformation technology support technician · NZERP Consultant · NZBusiness Intelligence Analyst · NZMobile application developer · NZIT Project Coordinator · NZWeb Development · NZICT Business Development Manager · NZTest Engineer · NZICT Project Manager · NZMathematician. · NZData scientist · NZContent Creator (Marketing) · NZICT account manager · NZElectronics engineering technician · NZICT Customer Support Officer · NZTelecommunications Network Planner · NZEmbedded/firmware engineer · NZFPGA engineer · NZASIC chip design engineer · NZAnalog/mixed-signal IC design engineer · NZIC Verification Engineer · NZAutomotive Mechanic · NZSheet Metal Worker · NZConstruction project manager · NZTool and Die Maker · NZPrecision metal processing technician (CNC operator) · NZIndustrial Machinery Mechanic · NZOther Metal Fitters and Machinists · NZVehicle interior trimmer · NZbuilding and plumbing supplies sales representative · NZOther wood processing machine operators · NZPlastic and rubber production machine operator (other unclassified) · NZMetal engineering process worker. · NZMaritime Transport Professionals (Crew/Navigation Officer) · NZMineral Processing Technician · NZWarehouse Supervisor · NZShip master · NZShipping professionals (other unclassified) · NZForestry, Fishing and Related Services Managers and Owners · UKConservation professionals · UKGardening Industry Worker · UKFinance Manager and Director · UKMarketing, Sales and Advertising Director · UKDirector of Public Relations and Communications · UKProcurement Manager and Director · UKHuman Resources Manager and Director · UKRetail and Wholesale Managers and Directors · UKDirector of Consulting Services · UKFinancial investment analysts and advisors · UKManagement Consultant and Business Analyst · UKMarketing and business manager · UKActuaries, economists, and statisticians · UKBusiness and related researchers · UKChartered Company Secretary and Governance Professional · UKBusiness and Financial Project Management Specialist · UKPublic Relations Officer · UKLegal assistant professionals · UKBroker (finance/commodities/insurance/shipping) · UKAccount Manager (Financial) · UKProject support officer · UKProcurement and purchasing officers · UKBusiness Sales Supervisor · UKAdvertising and marketing associate professionals · UKReal estate agents and auctioneers · UKSales Account and Business Development Manager · UKHuman Resources and Industrial Relations Officer · UKCredit controller · UKBank and post office clerks · UKHuman resources administrator · UKCustomer Service Manager · UKSales administrator · UKMarket Research Interviewer · UKCustomer service supervisor · UKGraphic and multimedia designers. · UKNewspaper, Periodical, and Radio Editor · UKNewspaper, Periodical, and Broadcast Journalists and Reporters · UKAdvertising Account Manager and Creative Director · UKArtist · UKAuthors, writers, and translators · UKActors, performers, and hosts · UKDancer and choreographer · UKMusician · UKArts officers, producers, and directors · UKPhotographers, audiovisual and broadcast equipment operators · UKInterior Designer · UKFashion, clothing, and accessory designers · UKEvent Manager and Organizer · UKTailor and dressmaker (women's) · UKPrinting worker · UKVisual Merchandisers and Related Occupations · UKEarly Childhood Education and Care Service Operator · UKOther Researcher (unspecified discipline) · UKContinuing education teaching professionals · UKEducation Manager · UKLibrarian · UKSports coaches, instructors, and officials · UKOther Occupations and Industrial Trainers · UKLibrary staff and assistants · UKSchool secretary · UKTeaching assistant · UKProduction Manager and Manufacturing Supervisor · UKWaste disposal and environmental services manager · UKChemical scientist · UKPhysical scientist · UKMechanical Engineer · UKElectronics Engineer (Professional) · UKProduction and process engineer · UKEngineering Project Manager and Project Engineer · UKEnvironmental professional. · UKR&D Manager · UKArchitect · UKConstruction project manager and related professionals · UKQuality control and planning engineer. · UKElectrical and electronics technician · UKEngineering technician · UKPlanning, Process, and Production Technician · UKMetalworking setter and setter-operator · UKConventional Inspectors and Testers · UKElectric vehicle charging infrastructure engineer · UKData center electrical engineer · UKProtection and control engineer · UKElectric vehicle battery diagnostic expert · UKHealth Services and Public Health Managers and Directors · UKLocal government administrative officer. · UKNon-governmental organization officer · UKSecurity and related occupations · UKMedical practice manager · UKBiological scientist · UKPhysiotherapist · UKOptometrist · UKMedical radiation technologist · UKLaboratory Technician · UKMedical and Dental Technicians · UKMedical secretary · UKHotel and accommodation manager with owner · UKRestaurant and catering service managers and proprietors · UKBar and licensed venue manager · UKRecreation and Sports Managers and Proprietors · UKHair and beauty salon manager and owner · UKChef · UKFlorist · UKRetail and wholesale sales supervisors · UKShelf stacker / replenishment associate. · UKBar and Restaurant Supervisor · UKInformation Technology Director · UKIT Project Manager · UKIT Manager · UKIT business analysts, architects, and systems designers · UKCybersecurity professionals · UKIT network professionals · UKWeb design professional · UKIT User Support Technician · UKDatabase administrators and web content technicians · UKData Analyst · UKInformation technology trainer · UKEmbedded/firmware engineer · UKFPGA engineer · UKASIC chip design engineer · UKAnalog/mixed-signal IC design engineer · UKIC Verification Engineer · UKSheet metal workers, smiths, moulders, and related occupations · UKTool Makers, Tool Fitters, and Markers-out · UKElectrician and Electrical Trades Worker · UKElectrical services and maintenance mechanics and repairers · UKBuilding and construction industry supervisor · UKFurniture Making and Carpentry Artisans · UKMetal processing machine operator · UKTransport and Distribution Manager · UKWarehousing and Warehouse Manager · UKLogistics manager · UKShip and boat master · UKJunior warehouse supervisor · UKAnimal scientist · USConservation scientist · USAgricultural technician · USFood technologist · USPesticide Handlers, Sprayers, and Applicators (Vegetation) · USAnimal breeder · USAgricultural equipment operator · USFarm equipment mechanics and service technicians · USGeneral and Operations Managers · USAdvertising and promotions manager · USMarketing manager · USSales Manager · USPublic relations manager · USProcurement Manager · USCompensation and benefits manager · USHuman resources manager · USWholesale and retail buyers (excluding agricultural products) · USProcurement Agent (excluding wholesale, retail and agricultural products) · USCost estimator · USHuman resources specialist · USProject Management Officer · USManagement analyst · USFundraiser · USCompensation, benefits, and job analysis specialist · USTraining and development manager · USTraining and development specialist · USMarket research analysts and marketing specialists · USFinancial analyst · USFinancial risk specialist · USFinancial examiner · USTax return preparer · USActuary · USEconomist · USIndustrial-organizational psychologist · USParalegal · USFirst-line supervisors of non-retail sales workers · USParts salesperson · USSecurities, Commodities, and Financial Services Sales Agents · USServices sales representative (excluding advertising, insurance, finance, travel) · USTechnical and scientific product wholesale sales representative · USWholesale and Manufacturing Sales Representatives (Non-Technical and Scientific Products) · USReal estate agent · USReal estate sales agent · USSales engineer · USOffice and administrative support supervisor. · USBill and Account Collectors · USPayroll and Attendance Clerk · USCredit authorisers, checkers, and clerks · USLoan Interviewers and Clerks · USHuman resources assistant (excluding payroll and attendance) · USExecutive secretary and administrative assistant · USLegal secretaries and administrative assistants · USStatistical assistant · USAgents and managers for artists, performers, and athletes · USConference, convention and event planner · USCurator · USMuseum technician and conservator. · USArt Director · USCraft Artist · USFine artists (painters, sculptors, illustrators) · USSpecial effects artists and animators · USCommercial and Industrial Designer · USFashion Designer · USFloral designer · USGraphic designer · USInterior Designer · USSet and Exhibit Designers · USActor · USProducers and directors · USDancer · USChoreographer. · USMusic Directors and Composers · USMusicians and singers · USDJ (non-radio) · USNews analysts, reporters, and journalists · USPublic relations specialist · USEditor · USTechnical writer · USWriters and authors · USAudio and video technician · USBroadcast technician · USSound engineering technician · USPhotographer · USTelevision, video, and film photographers · USFilm and video editors · USBroadcast host and radio music program host · USTheatre and Performance Makeup Artists · USModel · USDesktop Publisher · UStailor, dressmaker, and custom sewer · USPrimary and secondary education administrators · USPostsecondary education administrators · USZoologists and Wildlife Biologists · USAstronomer · USSociologist · USAnthropologists and archaeologists · USGeographer · USHistorian · USSocial science research assistant · USBusiness school lecturer (higher education). · USHigher education mathematics teacher · USProfessor of Architecture (Higher Education) · USUniversity engineering lecturer. · USProfessor of agricultural science · USBiological Science Professor · USForestry and Conservation Science Teacher (Higher Education) · USAtmospheric, Earth, Ocean and Space Sciences Professors · USChemistry Teacher (Higher Education) · USEnvironmental Science Professor (Higher Education) · USPhysics professor · USProfessor of Anthropology and Archaeology (Higher Education) · USHigher Education Regional, Ethnic, and Cultural Studies Teacher · USProfessor of Economics (Higher Education) · USGeography teacher (tertiary institution) · USPolitical science teacher (higher education) · USPsychology professor (higher education) · USSociology professor (higher education) · USHigher education health professional teachers · USNursing Lecturer (Higher Education) · USHigher education pedagogy teachers. · USLibrary science higher education teacher · USHigher education art, drama and music teachers · USProfessor of Communication (higher education) · USUniversity English language and literature lecturer · USForeign Language and Literature Professors (Postsecondary) · USHistory professor (higher education) · USUniversity professor of philosophy and religious studies · USFamily and Consumer Science Teacher (Higher Education) · USCollege leisure and fitness research teacher · USSecondary education teacher (post-secondary, not in universities) · USSelf-improvement teacher · USLibrarian and media collections expert · USLibrary technician · USFarm and home management educator · USInstructional Coordinator · USHigher education teaching assistant · USLibrary assistants (clerical roles) · USIndustrial production manager · USConstruction Manager · USConstruction and engineering manager · USNatural sciences manager · USArchitect (excluding landscape and naval) · USCartographers and photogrammetrists · USBiological Engineers and Biomedical Engineers · USChemical Engineer · USElectronics Engineer (except computers) · USIndustrial Engineer · USMarine engineers and naval architects · USMaterials engineer · USMechanical Engineer · USElectrical and electronics drafter · USElectromechanical and mechanical engineering technician · USEnvironmental engineering technician · USSurveying and mapping technician · USFood scientists and technologists · USPhysicist. · USChemist · USMaterials Scientist · USEnvironmental Scientists and Specialists (including Health) · USChemical technician · USEnvironmental science and conservation technician (including health aspects) · USTelecommunications equipment installer and repairer (excluding line installation) · USPower station, substation, and relay electrical maintenance technician · USTiming device assembler and adjuster · USMetal and plastic model maker · USSemiconductor processing technician · USElectric vehicle charging infrastructure engineer · USData center electrical engineer · USProtection and control engineer · USElectric vehicle battery diagnostic expert · USLegislative councillor · USPostmaster and Mail Superintendent · USResearch investigators · USOccupational Health and Safety Specialist. · USCourt, municipal, and licensing clerks · USSpecial forces officer · USMedical and Health Services Manager · USSocial and community service manager · USBiochemists and Biophysicists · USMicrobiologist · USEpidemiologists · USMedical scientists (except epidemiologists) · USBiotechnician. · USForensic technician · USHealth education specialist · USOptometrist · USPhysician assistant · USNeurologist · USPathologist · USRadiologist · USMedical and clinical laboratory technologist · USMedical and clinical laboratory technician · USCardiovascular technologist and technician · USMagnetic resonance imaging technologist · USSurgical technician · USOphthalmic medical technician · USGenetic counselor · USSurgical assistant · USPhysical therapist assistant · USMedical assistant · USFood and tobacco roasting, baking, and drying equipment operators. · USMedical appliance technician · USRecreation and leisure manager · USBartender · USRetail sales supervisor · USRetail salesperson. · USBaker · USComputer Systems Analysts · USInformation security analyst · USComputer user support specialist · USComputer network architect. · USDatabase administrator · USDatabase architect · USNetwork and Computer Systems Administrator · USComputer programmer · USWeb developer. · USWeb and digital interface designer · USMathematician. · USOperations Research Analyst. · USStatistician · USData scientist · USComputer hardware engineer · USComputer Science Professor (Higher Education) · USEmbedded/firmware engineer · USFPGA engineer · USASIC chip design engineer · USAnalog/mixed-signal IC design engineer · USIC Verification Engineer · USSheet Metal Worker · USSupervisors of mechanics, installers, and repair workers · USElectrical and electronics repairer of commercial and industrial equipment · USSecurity and fire alarm systems installer · USLeisure Vehicle Repair Technician · USHome appliance repairer · USIndustrial mechanic. · USMill worker · USCamera and Photographic Equipment Repairer · USElectrical and electronic equipment assemblers · USElectromechanical equipment assembler · USMachinist · USMetal Refining Furnace Operators and Tenders · USTool and Die Maker · USTool and die makers, file sharpeners and edge tool sharpeners · USFabric and apparel patternmaker · USFurniture finisher · USTimber sawing machine operator · USWoodworking Machine Operator · USMixing and blending machine operator · USLogistician · USFreight forwarder · USProduction planner and scheduler · USMotorboat operator · USMarine engineer · USCrew supervisor. · US
High AI exposure High risk
Why this cluster is affected
Highly standardised output that LLMs and RPA can replicate, so whole tasks get automated and headcount shrinks.
⚠ Tasks AI will take over or replace
- Data entry and spreadsheets
- Standard emails and basic copy
- Simple report generation
- Lookup and filing
- Templated design
🛡 Human moat
- Trust with clients and colleagues
- Grasp of the whole process
- Handling exceptions and judgement
✓ Who it fits
- People entering fast then leveling up
- Those willing to learn tools + domain
✗ Who it does not fit
- Those wanting only basic execution long-term
- Those resisting new tools
Already in it: what to build next
Don't just learn tools — level up into domain knowledge, client communication, compliance and data judgement.
Not yet in: is it worth entering
Fine as a short-term entry, but plan to move toward more durable roles quickly.
Pivot toward
Pivot toward: Medical Receptionist, Practice Manager, Compliance Officer, Payroll Specialist, Data Analyst.
Representative occupations
Records Manager · AUGeneral Clerk · AUOffice Manager · AUBookkeeper · AUBank Teller · AUWholesaler · AUCompany Secretary · AUMoney market clerk · AUPetroleum engineer · AUCivil engineering drafter · AUHospital Administration Officer · AURecords administrator · AUParking inspector · AUNDIS Plan Administrator · AULeasing Salesperson · AUMeat packer · AUSoftware engineer · AUWelder · AUGlass Production Machine Operator · AUClay, concrete, glass, and stone processing machine operators (not elsewhere classified) · AUReinforced Plastic and Composite Production Worker · AUPlastic and rubber production machine operator (other unclassified) · AUShoe machine operator · AUTextile and footwear production machine operators (other) · AUDry cleaner · AURubber factory worker · AUMining machinery operator · AUContainer filler · AUPacker (Other Unclassified) · AUSupply chain manager · CAGeneral office clerk · CAReceptionist · CAAdministrative assistant · CAGeneral office and administrative support worker supervisor · CAPersonnel clerk · CAData entry clerk · CADebt collector · CASurvey Interviewer and Statistical Clerk · CACustomer service representative in financial institutions · CARegistrars, conservators, interpreters, and other museum and gallery related occupations · CACamera, platemaking, and other prepress occupations · CAPhotographer and film processor · CAComputer network and web technician · CAElectronic assemblers, manufacturers, inspectors, and testers · CAIndustrial electric motor and transformer assemblers, fitters, and inspectors · CARecords Manager · CAAccommodation, Tourism, Sightseeing and Related Services Supervisor · CATravel consultant · CADry cleaning, laundry, and related occupations · CAComputer and information systems managers · CAComputer network support technician · CASoftware developers and programmers · CATextile Fiber and Yarn Preparation and Winding Operator · CATextile and footwear production other machine operators · CAMineral and metal processing machine operators · CAmineral and metal processing inspectors and testers · CATextile processing and cutting labourer · CAInspectors and graders of textiles, fabrics, fur, and leather goods manufacturing · CAPlatemaking and printing equipment operators · CABinding and finishing machine operators · CAElectrical appliance assemblers and inspectors · CAMail and Message Delivery Supervisor · CAMiner · CADebt Collector · DEOffice and Secretarial Clerks (General) · DEForeign language secretary/foreign language correspondence clerk · DEShorthand reporters and voice typists · DEOffice and secretarial manager · DEFinancial analyst · DEAuthors and writers · DERecords Manager · DEPaper mill worker · DEAerospace technician · DETechnical drafter · DETechnical Quality Assurance Specialist · DETobacco products manufacturer · DEAdministration Manager · DEFurniture and homewares salesperson · DETourism Management Specialist · DEInformation and Client Consulting Specialist · DEHousehold Management Specialist · DEIT Manager · DEIT organization manager · DEIT Network Technology, IT Coordination, IT Management and IT Organization Leader · DESoftware developer · DENatural stone and mineral processing worker · DEMetal Grinder · DEWelding and Joining Technician · DEShoe maker · DEMarine technical operator · DEWarehouse, postal and freight supervisors and managers · DERoad and rail transport business specialist · DETransport and Logistics Manager (Commercial) · DEFishermen in coastal and inland waters · ESWholesale trade manager and director · ESBookkeeper · ESAccounting clerk · ESHR and payroll manager · ESStaff of the Office of Statistics, Finance, and Banking Services · ESNo Public Reception Administrative Assistant (not recategorized) · ESInvestigating interviewers · ESBank cashier and related staff · ESTelemarketing operator · ESEmployment Agencies or Labor Brokers (excluding entertainment industry) · ESCoders and proofreaders · ESTelephone operator · ESBarber · ESAdvertising distributors, shoemakers, and other street workers · ESArchivist and museum curator · ESTelecommunications engineer · ESDraftsman and technical draftsman · ESProcess control technicians not separately classified · ESPostal Service Staff (excluding counter staff) · ESArmed Forces soldiers · ESTourism and Event Technician · ESTravel agency staff · ESTelephone operator · ESGas station attendant · ESUnclassified sales personnel · ESManual dry cleaners and related personnel · ESKitchen assistant · ESFast food preparer · ESDirector of Information and Communication Technology Services · ESSoftware analysts and designers · ESSoftware and multimedia analyst and designer · ESData entry clerk · ESMetal production process control technician · ESWelders and gas cutters · ESBinding process workers · ESTobacco preparation and processing workers · ESHand sewers, embroidery workers, and related personnel · ESMiners and other mining facility operators · ESOperators of metal polishing, galvanizing, and coating machines · ESsawmill and woodworking machinery operator · ESTextile fiber preparation, spinning, and winding machine operators · ESloom and other textile machine operators · ESSewing and embroidery machine operators · ESOperators of bleaching, dyeing, printing, and finishing textile machines · ESOperators of machinery for making footwear, leather goods, and leather gloves · ESOperators of packaging, bottling, and labeling machines · ESElectrical and electronic equipment assemblers · ESMeter readers and vending machine cashiers · ESConstruction site porter · ESMining, quarrying, and other mining industry workers · ESSlaughterhouse and meat packer · ESSupply and Inventory Controller · ESLogistics and passenger and cargo transportation staff · ESGround staff · ESDeck and engine room sailors and related workers · ESMotorcycle and moped drivers · ESInsurance claims adjuster · FRBank reception and service specialists · FRAdministrative Operations Specialist · FRAccounting Secretary · FRSales Administrative Specialist · FRWire craft maker · FRBarber · FRBeauty and body care professionals · FRTechnician in the photography lab · FRArchitectural and landscape draftsman · FRCompliance inspector · FROperators of automated electronics and microelectronics production equipment · FRMedical secretary · FRCashier · FRTour receptionist · FRTourism product designer · FRTourism Product Optimizer · FRTravel sales consultant · FRDishwasher · FRElectronic assembly and wiring technician · FRData entry clerk · FRInformation system administrator · FRDirector of Information Systems · FRComputer research and development · FRInformation Systems Production and Operations Manager · FRPrinting press operator · FRPrinting binding and routing operators · FRClothing and textile product assembler · FRTextile processing machine operator · FRCutting of leather, textiles, and flexible materials · FRElectrical and electronic product assembler · FRMechanical Assembler · FRManual welder · FRPackaging equipment operator · FRManual assembly, sorting, or packaging operators · FRIndustrial raw material preparation operators (crushing, mixing, etc.) · FRWarehousing and order preparer · FRInternational Freight Distribution Operations Manager · FRRecords Manager · NZGeneral Clerk · NZOffice Manager · NZBookkeeper · NZBank Teller · NZCompany Secretary · NZMoney market clerk · NZPetroleum engineer · NZCivil engineering drafter · NZHospital Administration Officer · NZRecords administrator · NZNDIS plan administrator · NZCash truck salesperson · NZSoftware engineer · NZOther scientific and technical professionals · NZWelder · NZGlass Production Machine Operator · NZReinforced Plastic and Composite Production Worker · NZShoe machine operator · NZTextile and footwear production machine operators (other) · NZMining machinery operator · NZImport/Export Clerk · NZProduct Grader · NZFinancial accounting technician · UKImporters and exporters · UKBookkeepers, Payroll Managers and Wages Administrators · UKPension and insurance clerks and assistants · UKInventory control clerk · UKOffice Manager · UKOffice supervisor · UKData entry administrator · UKLegal secretary · UKCompany secretary and administrative administrator · UKPersonal assistants and other secretaries. · UKTypist and related keyboard operators · UKDebt collectors and credit agents · UKDebt, rent and other cash collectors · UKCall Center Customer Service · UKCreative industry managers and directors · UKTelephone operator · UKPre-press Technician · UKArchivists, conservators, and curators · UKExam invigilator · UKQuality Assurance and Regulatory Affairs Specialist · UKCAD Drafter and Building Technician · UKChemical and Related Process Operators · UKElectrical and electronic equipment assembler · UKArchivists and archive assistants · UKMerchandise displayer · UKTravel consultant · UKSales and Retail Assistant · UKRetail cashiers and checkout operators · UKTelemarketer · UKMarket and street vendors and assistants · UKProgrammers and software development professionals · UKIT quality and testing professionals · UKIT technician · UKWelder · UKLogistics, warehousing, and transport director · UKTransport and distribution clerk and assistant · UKRail travel assistant · UKPackers, bottlers, canners, and fillers · UKFishing and hunting workers · USAdministrative services manager · USClaims adjusters, examiners, and investigators · USAdvertising Sales Agent · USTelemarketer. · USBill and account officer · USBookkeeping, accounting, and auditing clerks · USProcurement clerk · USBank teller · USSecurities brokerage documentation · USCorrespondence clerk · USRecords Manager · USInterviewer (except qualification and loan) · USNew account sales representative · USOrder Clerk · USReceptionist and information clerk · USSecretaries and administrative assistants (except legal, medical, and executive) · USMail Clerk and Mail Machine Operator (except Postal Service) · USOffice Clerk (General) · USOffice machine operator (excluding computers) · USBarbers, hairdressers, and beauticians · USTelephone operator · USData entry operator · USWord processors and typists · USProofreaders and copy markers · USPhoto processing workers and processing machine operators · USCustomer service representative · USRecords Manager · USPetroleum engineer · USArchitectural and civil engineering draftsperson · USMechanical drafter · USChemical plant equipment operator and attendant · USTraffic Technician · USPostal service clerk · USMedical transcriptionist · USPharmacy assistant · USPhlebotomy technician · USMedical secretary and administrative assistant. · USFast food cook · USFast food and counter attendants · USCasino dealer · USBookmaker and on-course bookmaker's clerk · USTravel consultant · USCasino cashier · USComputer and Information Systems Manager · USComputer and Information Research Scientist · USComputer network support specialist · USSoftware developer · USSoftware Quality Assurance Analyst and Tester · USSwitchboard operator (including answering service) · USComputer numerically controlled (CNC) programmer · USUtility meter reader · USLogging worker · USUnderground mining loading and mobile equipment operator · USComputer, ATM and office machine repairer · USCoil winders, tapers, and finishers · USEngine and Other Machine Assemblers · USTeam assembler · USFood steaming machine operator · USExtrusion and Drawing Machine Operator · USPress and stamping press setters, operators and tenders, metal and plastic · USDrilling and boring machine operators · USLathe and turret lathe setup, operation, and tending (metal and plastic) · USMilling and planing machine setters, operators, and tenders (metal and plastic) · USFoundry Mold Maker · USMetal and plastic mould, core making, and casting machine operators · USMultiple machine tool operator (metal and plastic) · USWelders, cutters, solderers, and brazers · USWelding, brazing, and soldering machine setters, operators, and tenders · USMetal and plastic heat treatment equipment operators · USElectroplating Equipment Operator · USPrepress technicians and workers · USTextile, clothing and related material ironer · USSewing machine operator · USShoe machine operators and tenders. · USHand sewer · USTextile cutting machine setters, operators, and tenders · USTextile knitting and weaving machine setters, operators, and tenders · USTextile winding, twisting, and stretching machine setters, operators, and tenders · USSynthetic fibre extrusion machine operator · USOperator of separation, filtration, clarification, sedimentation, and distillation equipment · USCrushing, grinding, and polishing machine operators · USHand grinding and polishing worker · USManual cutting worker · USExtruding, forming, pressing and compacting machine operators · USInspectors, testers, sorters, samplers, and weighers · USPackaging and filling machine operators and attendants. · USComputer Numerical Control (CNC) Machine Operator · USBonding machine operator and tender · USProduction worker helper · USWinch operator · USMachine feeder and unloader · USPrinting bindery and finishing worker · USTextile bleaching and dyeing machine operator · USTransport, Storage and Distribution Manager · USBooking and transport ticket agents and travel clerks · USPostal Service Mail Sorter, Processor, and Processing Machine Operator · USTrack laying and maintenance equipment operator · USSubway and tram driver · USConveyor operators and order pickers · USManual packer · USInventory clerk and order picker · USGarbage and recyclable material collectors · USTanker, truck, and ship loader/unloader · US