About displaced.work
Reviewed 2026-09-01
The proposition
Job titles move slowly. Task stacks, hiring bars, junior work, and proof of value can move much faster. displaced.work tracks that layer so readers can react before a formal reorganization becomes the first signal they notice.
The site treats exposure as a prompt for investigation, not a destiny score. Technology, demand, institutions, geography, ownership, and bargaining power all shape what happens after a task becomes technically automatable.
What we publish
The signal desk publishes role audits, emerging-role forecasts, transition frameworks, labor-market analysis, and concrete portfolio moves. Every article must give the reader an action or diagnostic, not only a mood.
Interactive role scores are illustrative until they are connected to a documented dataset and transparent method. They are conversation starters, not employment forecasts or professional career assessments.
The standard
Current statistics come from the dated research ledger and retain their source context. Exposure is never presented as realized displacement, and a global figure is not silently converted into a country, company, or occupation claim.
The voice can be urgent because labor transitions are not experienced as beige trend reports. The evidence boundary stays visible because urgency without accuracy is simply panic marketing.
Who publishes this
displaced.work is published by Izuba LLC, an independent agency that builds iOS and web applications and runs this site as an editorial project. The agency's work and contact details are at izuba.co.
Writing is drafted with language models and edited by the agency's desk. Facts are held to the dated research ledger. The byline names the company that answers for the page, because a company can be held to a correction and a fictional expert cannot.
