The Displacement Log

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

34,500documented cases
DateCompanyCount
March 18, 2026Klarna700
March 1, 2026IBM7,800
February 15, 2026BT Group10,000
February 10, 2026UnitedHealth Group3,200
January 28, 2026Chegg1,100
January 15, 2026Dropbox500
January 10, 2026JPMorgan Chase4,200
December 20, 2025Walmart2,800
December 5, 2025Duolingo1,500
November 20, 2025Ericsson1,200
November 1, 2025Allstate Insurance900
October 15, 2025Humana600

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.