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

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

AskOccupationsMajorsBusinessFoundersChangesNotesMethodAboutRole diagnosisOpen dataPro MCPPrivacyTerms
© 2026 VOLO
Occupations
All occupations
AI / software
Translator / InterpreterBank tellerCopywriterContent moderatorCustomer service representativeAdministrative assistantSoftware tester / QA engineerGraphic designerParalegalVideo editorAccountant / BookkeeperMarketing specialistFrontend developerData analystInsurance claims handlerTechnical writer / documentation engineerJunior software developerHR / recruiterLoan officer / credit officerFinancial analystProcurement / supply chain specialistJournalistSales / account managerReal estate agentIT support specialist / helpdeskAuditorManagement consultantBackend developerAI researcherProduct / UX designerBusiness systems ownerE-commerce operations specialistActuaryRadiologistData engineerLawyerMedical assistant / clinic assistantMachine learning engineerExperienced software engineerDevOps / platform / SRE engineerProduct managerPharmacistPartnerships / channel managerSecurity analyst (SOC)Compliance officerArchitectFirst-line manager / team supervisorCounsellor / therapistRetail salesperson / shop assistantCivil / structural engineerSecurity guardBus driverSchool teacherGeneral practitioner / primary care doctorAirline pilotWaiter / restaurant serverAuto mechanic / vehicle technicianPolice officerAir traffic controllerPhysiotherapist / rehabilitation therapistDentistConstruction workerSocial workerRegistered nurseCare worker / nursing assistantAI implementation lead
RPA / self-service
Government service clerkOperations coordinatorMetro train driverReceptionist / front desk
Robotics
Retail cashier / shop assistantContainer port workerWarehouse workerAssembly line workerMedical laboratory technicianChef / cookCleaner / janitorFarmerFirefighterCabin crewElectrician
Autonomous driving
Ride-hail / taxi driverTruck driverDelivery rider / courier
Majors
All majorsEnglish / Foreign languagesComputer scienceAccountingPsychologyJournalism / CommunicationFinanceLawVisual communication designMarketingNursingBusiness administrationEducation and teacher trainingArchitecturePublic administrationMedicineHospitality and tourism managementEconomicsInformation systems
Guides
Ask VOLOFor businessFor foundersRecent changesNotesRole diagnosisFirst AI experimentMethod & evidenceAboutFollow an occupationSearch
You are reading as:I have a jobI am studyingI run a companyI am building something
On this pageHow it connectsIn the official classificationWhat O*NET rates highestOur task judgementsSources and rules
Occupations›HR / recruiter›Ontology

HR / recruiter — skills, knowledge and links

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

How it connects#

Degrees that lead here
PsychologyVOLO judgementLawVOLO judgementEducation and teacher trainingVOLO judgementPublic administrationVOLO judgementBusiness administrationU.S. Dept. of Education
HRO*NET 13-1071.00
Related occupations on this site (O*NET)
Government service clerkO*NET 31.0First-line manager / team supervisorO*NET 31.0

O*NET also lists (no page here yet): Human Resources Assistants, Except Payroll and Timekeeping · Human Resources Managers · Compensation, Benefits, and Job Analysis Specialists · Industrial-Organizational Psychologists · Compensation and Benefits Managers · Training and Development Managers · Administrative Services Managers · Training and Development Specialists

In the official classification#

O*NET-SOC 13-1071.00 · O*NET 31.0

Human Resources Specialists

Fit with this page: same job

Job Zone 4: considerable preparation

See it on O*NET OnLine ↗

What O*NET rates highest#

From O*NET 13-1071.00 (Human Resources Specialists). Ordered by O*NET's importance rating; the words are O*NET's own scale anchors.

Transferable skills

  1. Social PerceptivenessImportant
  2. Service OrientationImportant
  3. Judgment and Decision MakingImportant
  4. InstructingImportant
  5. Complex Problem SolvingImportant
  6. CoordinationImportant
  7. NegotiationImportant
  8. Time ManagementImportant

Knowledge

  1. Personnel and Human ResourcesExtremely important
  2. AdministrativeVery important
  3. Administration and ManagementVery important
  4. English LanguageVery important
  5. Customer and Personal ServiceImportant
  6. Law and GovernmentImportant

Work activities

  1. Communicating with Supervisors, Peers, or SubordinatesExtremely important
  2. Working with ComputersExtremely important
  3. Documenting/Recording InformationVery important
  4. Performing Administrative ActivitiesVery important
  5. Establishing and Maintaining Interpersonal RelationshipsVery important
  6. Getting InformationVery important

Abilities

  1. Oral ComprehensionVery important
  2. Written ComprehensionVery important
  3. Oral ExpressionVery important
  4. Written ExpressionVery important
  5. Problem SensitivityVery important
  6. Deductive ReasoningVery important

Essential skills

  1. SpeakingVery important
  2. Reading ComprehensionVery important
  3. Active ListeningVery important
  4. WritingVery important
  5. Critical ThinkingVery important

Our task judgements#

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

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

Sources and rules#

  • Four kinds of source, and each block says which: this site's own judgements, O*NET, the U.S. Department of Education's CIP–SOC crosswalk, or something computed mechanically from those. Nothing on this page is a rating we made up.
  • O*NET's importance ratings are used only to order and shorten the lists. They are never combined with this site's impact index or evidence counts.
  • The fit between our page and an O*NET occupation is our judgement and is stated per code: same job, broader, part of it, or only the closest there is.
  • O*NET 31.0 Database, August 2026 release, U.S. Department of Labor/Employment and Training Administration, CC BY 4.0. O*NET® is a trademark of USDOL/ETA. The translations of O*NET descriptors on this page are ours, not O*NET's.
← Back to HR / recruiterThe other layer: every task, one by one →