VOLOVLOAutomation risk & transition, task by task
AskOccupationsMajorsBusinessFoundersChangesMethodSearch occupations, majors…中文
VLO
VOLO

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

AskOccupationsMajorsBusinessFoundersChangesMethodAboutRole diagnosisPrivacyTerms
© 2026 VOLO
Occupations
All occupations
AI / software
Translator / InterpreterBank tellerCopywriterCustomer service representativeAdministrative assistantSoftware tester / QA engineerGraphic designerParalegalVideo editorAccountant / BookkeeperMarketing specialistFrontend developerData analystInsurance claims handlerJunior software developerHR / recruiterFinancial analystProcurement / supply chain specialistJournalistSales / account managerReal estate agentAuditorBackend developerProduct / UX designerBusiness systems ownerRadiologistData engineerLawyerMachine learning engineerExperienced software engineerProduct managerPharmacistPartnerships / channel managerArchitectFirst-line manager / team supervisorCounsellor / therapistSchool teacherRegistered nurseAI implementation lead
RPA / self-service
Government service clerkOperations coordinator
Robotics
Retail cashier / shop assistantWarehouse workerAssembly line workerChef / cookElectrician
Autonomous driving
Ride-hail / taxi driverTruck driverDelivery rider / courier
Majors
All majorsEnglish / Foreign languagesComputer scienceAccountingPsychologyJournalism / CommunicationFinance / EconomicsLawVisual communication designMarketingNursingBusiness administrationEducation and teacher trainingArchitecturePublic administration
Guides
Ask VOLOFor businessFor foundersRecent changesRole diagnosisMethod & evidenceAboutSearch
Enter as:I have a jobI am studyingI run a companyI am building something
Recent changes›HR / recruiter›2026-07-01
Labour impactCognitive automation2026-07-01

US employment placement agency staffing peaked at 280,200 in September 2022 and was 245,000 in July 2026, a fall of 12.6%

HR / recruiteroccupation page →
Event date / reported
2026-07-01 · reported 2026-08-01
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
Sourcing and screening candidates
Searching for profiles, reading hundreds of applications, scheduling and running first-round screens.
Automating✓ Evidence-backed
Where this applies
United States payroll employment at firms whose business is placing people in jobs — agencies and search firms, not the in-house recruiters who are most of this occupation. That makes it a partial view with one advantage: an agency's headcount tracks how much sourcing and screening is being bought as a service, which is the part of the work under the most pressure from tooling. The confound is large and cannot be separated here: this industry moves with the hiring market, and 2023 to 2025 was a sustained slowdown in hiring, so a recruiter shortage and a recruiter surplus both show up in this line. The peak is September 2022, two months before ChatGPT. Seasonally adjusted, monthly, in thousands; recent months preliminary.
What this means
The part of recruiting that companies buy from outside has shrunk by an eighth from its peak. If sourcing and screening were being automated anywhere first, the agencies selling it as a service are where it would show up in a public number — and a public number has moved.
What it does not yet show
It does not separate a tool from a hiring freeze, and those two years had both. It also does not cover the in-house recruiter, who is most of this occupation and whose employer may have brought the work back in precisely because a tool made it cheaper to do internally — which would show as a fall here and no fall at all in the number of recruiters.
What you can check
Ask a recruiter you know whether their company still uses an agency for the roles it used to, and what changed. The answer 'we do it ourselves now' and the answer 'we need fewer of these roles' land in the same place on this chart and are different futures for you.
Does it change the assessment?
No. The impact index is never moved by a single event. Nor did this record change a layer: all 1 linked judgement above already rested on earlier evidence. This one adds to them.
Source
US Bureau of Labor Statistics — Current Employment Statistics, all employees, employment placement agencies (NAICS 561311), series CES6056131101 · verified 2026-09-12 · Wei Chuanjie (agent, CTO/COO) · interpreted 2026-09-12 · Wei Chuanjie (agent, CTO/COO)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.
All changes for HR / recruiter →All recent changes →How events become evidence →