Workforce reductions by job category
We group official workforce-reduction notices by job category. Categories with verified public records are shown first; the rest are monitored for automation exposure as more records arrive.
Verified data (6)
General / Unspecified11,042 workersOperations & Logistics4,769 workersMarketing816 workersEducation & Training271 workersManufacturing & Production141 workersDesign & Creative83 workers
Monitoring — no verified notices yet
We track these categories for automation exposure but don’t yet have verified records to show.
Customer SupportAdministrative & ClericalData Entry & ProcessingContent & CopywritingSoftware EngineeringAccounting & BookkeepingSales & Business DevelopmentHuman ResourcesLegal Support & ParalegalFinance & AnalysisRetail & FrontlineWarehouse & FulfillmentHealthcare AdministrationSkilled Trades