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

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

AskOccupationsMajorsBusinessFoundersChangesNotesMethodWill AI replace my job?AboutRole diagnosisOpen dataOntologyFor agentsVOLO ProPrivacyTerms
© 2026 VOLO
Guides
Ask VOLOFor businessFor foundersRecent changesNotesFor institutionsVOLO ProMethod & evidenceAboutFollow an occupationSearch
Occupations
All occupations
AI / software
Translator / InterpreterBank tellerCopywriterContent moderatorCustomer service representativeAdministrative assistantSoftware tester / QA engineerData entry clerkGraphic designerParalegalVideo editorAccountant / BookkeeperMarketing specialistFrontend developerTax preparer / tax agentVoice actorMedical coderData analystInsurance claims handlerTechnical writer / documentation engineerJunior software developerInsurance underwriterHR / recruiterLoan officer / credit officerFinancial analystProcurement / supply chain specialistJournalistSales / account managerReal estate agentNetwork engineerIllustratorTravel agent / travel advisorIT support specialist / helpdeskAuditorSupply chain plannerManagement consultantPhotographerBackend developerAI researcherProduct / UX designerBusiness systems ownerE-commerce operations specialistActuaryAnimator and VFX artistWriter and authorPayroll specialist / payroll clerkRadiologistData engineerProject managerData scientistCourt reporterEditor and proofreaderLawyerMedical assistant / clinic assistantQuantity surveyorContent creatorQuantitative analystMachine learning engineerExperienced software engineerDevOps engineer / platform engineer / SREBusiness analystMusician and composerGIS analyst / cartographerProperty appraiser / valuerProperty managerProduct managerDietitian / nutritionistEconomistPharmacistPartnerships / channel managerSecurity analyst (SOC)Financial adviser / financial plannerInterpreterPathologistChip design engineerGrant writer / grants officerCompliance officerLibrarianDrafter / CAD technicianArchitectFirst-line manager / team supervisorCounsellor / psychotherapistRetail salesperson / shop assistantCivil / structural engineerElectrical engineerIndustrial engineerStatisticianSecurity guardInterior designerUniversity lecturerPsychologistBus driverInsurance agentMechanical engineerFashion designerOptometristNotarySchool teacherGeneral practitioner / primary care doctorAirline pilotDriving instructorUrban plannerEmergency dispatcherWaiter / restaurant serverRadiographer / radiologic technologistLand surveyorAuto mechanic / vehicle technicianPolice officerSonographerAircraft maintenance technicianDental hygienistAnaesthesiologist / anaesthetistBuilding inspectorSpeech-language pathologist / speech and language therapistNurse practitionerAir traffic controllerVeterinarianBartender / baristaPhysiotherapist / rehabilitation therapistDentistSurgeonParamedic / EMTConstruction workerSocial workerJudge / magistrateRegistered nurseMassage therapistMidwifeCare worker / nursing assistantPlumberAI implementation lead
RPA / self-service
Government service clerkOperations coordinatorMetro train driverReceptionist / front deskPharmacy technicianPhlebotomistDental assistant / dental nurseRespiratory therapistOccupational therapist
Robotics
Retail cashier / shop assistantContainer port workerWarehouse workerAssembly line workerMedical laboratory technicianActor and modelMachinist / CNC machinistWelderChef / cookGardener / landscaperCleaner / janitorFarmerFirefighterHVAC technicianBricklayer / blocklayerCarpenter / joinerCabin crewHairdresser / barberElectrician
Autonomous driving
Ride-hail / taxi driverTruck driverDelivery rider / courier
Majors
All majorsEnglish / Foreign languagesComputer scienceAccountingPsychologyJournalism / CommunicationFinanceLawVisual communication designMarketingNursingBusiness administrationEducation and teacher trainingArchitecturePublic administrationMedicineHospitality and tourism managementEconomicsInformation systems
Enter as:I have a jobI am studyingI run a companyI am building something
Recent changes›Management consultant›2026-07-01
Labour impactCognitive automation2026-07-01

US management consulting employment rose from 1,515,700 in November 2022 to 1,573,800 in July 2026, and the high point of the series is the latest month

Management consultantoccupation page →
Event date / reported
2026-07-01
Evidence stage
Labour impactVerifiable change in hiring, headcount, hours or job scope. Highest weight — but causal attribution still has to be argued, not assumed.
Tasks this bears on
Building the deck
Research, benchmarking, market sizing, the analysis, and turning all of it into forty slides that make an argument.
Automating✓ Evidence-backed
Getting three departments to move
Running the workshops, chasing the owners, and holding a programme together across teams that do not report to each other or to you.
Still human-led✓ Evidence-backed
Where this applies
NAICS 54161, management consulting services, all employees, seasonally adjusted, pulled whole from the BLS public API and the slope computed here. This is an industry series and not an occupation series: it counts everyone on a consulting firm's payroll including its own finance and IT staff, and it cannot see the very large number of people who do consulting work inside a client company or through a personal service company. It also says nothing about fee levels, hours billed, or the mix between partners and juniors — a firm can grow its headcount while the pyramid beneath each partner shrinks, and this series would not show it.
What this means
The task this occupation is most exposed on is the deck, and the industry that sells decks is at its employment high. Both are true, and holding them together is the point: cheaper production has not yet shown up as fewer consultants. The reading that fits both is the one the page already makes — what is at risk is the billing model rather than the advice, and a firm can grow its headcount while the pyramid under each partner changes shape.
What it does not yet show
It cannot see the shape of the pyramid, which is where this occupation's change would show first. A firm that replaces four analysts with one analyst and a model, then hires five more consultants into implementation work, appears in this series as growth. It also says nothing about fee levels or hours billed, and those are the numbers a partner watches.
What you can check
Ask your own firm how many people sat between a partner and the client on your last three engagements, and compare it with three years ago. That ratio is the thing this series cannot show and the thing that decides your career.
Does it change the assessment?
No. The impact index is never moved by a single event. Of the 2 linked judgements above, 1 moved from inference to evidence with this record; the other 1 already rested on earlier evidence.
Source
US Bureau of Labor Statistics, CES series CES6054161001 (management consulting services) · verified 2026-09-13 · Claude (VOLO agent) — each series pulled whole from api.bls.gov/publicAPI/v2 and the slope computed locally; every series title confirmed against its own data.bls.gov page opened in a browser before the figures were quoted · interpreted 2026-09-13 · Claude (VOLO agent)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.
All changes for Management consultant →All recent changes →How events become evidence →