Sources and credits

Every entry is cited to its original source. This page lists the trackers, lists and outlets we use and how we credit them.

Changing Careers: AI Redundancy Tracker

Some leads came from the Changing Careers AI Redundancy Tracker, https://changingcareers.com.au/ai-redundancy-tracker, which is licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).

We used it only to find leads. Each figure in this tracker was checked against, and is cited to, the original company, union, government or media report. Our wording and data structure differ from theirs.

Lead-only sources (not cited)

• Offshore Watch (offshore-watch.com): used to spot leads only; each entry links to the original reports.
• layoffhedge: used to spot leads only; each entry links to the original reports.
• ASX announcements platform: used to spot news only. It is never cited and never scraped.

Prominence lists

• asx200: Wikipedia, "S&P/ASX 200", list of constituents as of 5 April 2026.
• global_brand: Interbrand Best Global Brands 2025. Where a company qualifies through a brand it owns, the event notes say so (for example, Meta via Facebook/Instagram, Nestle via Nescafe, JLR via Range Rover).
• major_public_employer: not used, because no published list has been adopted (always null).

Paywalled and link-only outlets

Nine (smh.com.au, theage.com.au, afr.com, nine.com.au, brisbanetimes.com.au, watoday.com.au) and News Corp outlets are linked only. Facts come from search snippets or from other outlets.

For paywalled sources (Bloomberg, WSJ, NYT, Law.com and others), only the headline or the free summary was used.