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Displacement LogLabour MarketsAboutSubscribe
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TELM818.6%
DENT1317.4%
CSTM2815.2%
CPYW4110.4%
TRNS399.2%
PARA537.5%
PHOT457.4%
ACNT744.1%
MLEN248+3.6%
BLDR138+3.1%
TELM818.6%
DENT1317.4%
CSTM2815.2%
CPYW4110.4%
TRNS399.2%
PARA537.5%
PHOT457.4%
ACNT744.1%
MLEN248+3.6%
BLDR138+3.1%

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100% objective reporting.

The Displacement Log

A running documented record of jobs, roles, and industries being quietly automated. Sourced, dated, cumulative.

34,500documented cases

By industry

Telecommunications
11,200
Technology
8,300
Financial Services
4,900
Healthcare
3,800
Retail
2,800
Education
2,600
Insurance
900

Monthly timeline

10
11
12
01
02
03
2025-102026-03
DateCompanyRolesCountIndustrySourceStatus
March 18, 2026KlarnaCustomer service agents700Financial ServicesQ4 2025 earnings callconfirmed
March 1, 2026IBMBack-office and HR roles7,800TechnologySEC filing, CEO interviewin-progress
February 15, 2026BT GroupCustomer service, network management10,000TelecommunicationsAnnual report 2025in-progress
February 10, 2026UnitedHealth GroupClaims processing, medical coding3,200HealthcareInvestor presentationannounced
January 28, 2026CheggContent writers, tutors1,100Education10-K filing, press releaseconfirmed
January 15, 2026DropboxEngineering, product roles500TechnologyCEO memo, press coverageconfirmed
January 10, 2026JPMorgan ChaseLoan processing, compliance screening4,200Financial ServicesQ4 2025 earnings callin-progress
December 20, 2025WalmartWarehouse logistics, demand forecasting2,800RetailSupply chain restructuring announcementconfirmed
December 5, 2025DuolingoContract translators, content creators1,500EducationCEO statement, contractor notificationsconfirmed
November 20, 2025EricssonNetwork optimisation engineers1,200TelecommunicationsRestructuring announcementconfirmed
November 1, 2025Allstate InsuranceClaims adjusters, underwriting assistants900InsuranceQ3 2025 earnings callconfirmed
October 15, 2025HumanaPrior authorisation processing600HealthcareWorkforce transformation updateconfirmed

Methodology

This log includes only cases where the company itself referenced AI, automation, or efficiency gains from technology in connection with workforce reductions. The true displacement number is almost certainly higher.