Open dataAU data

Data you can cite and reuse.

What Changing Careers publishes, who the figures come from, the licence you can use them under and a line to cite them with. Built for journalists and researchers.

Open datasets

Free to download, share and adapt, including commercially, as long as you keep the attribution line.

Australian occupation mover flows

What it is: Which jobs Australian workers moved into from 397 occupations, built from 10,257,180 recorded moves between occupations. One row per origin and destination pair, 6,454 rows.
Source body: Jobs and Skills Australia, Data on Occupation Mobility: Unpacking Workers Movements, built from tax records.
Coverage: 2011-12 to 2020-21 financial years. Not current-year data.
Source release published: 30 January 2024
Licence: CC BY 4.0
Attribution line: © Commonwealth of Australia. Data from Jobs and Skills Australia, used under CC BY 4.0 and reformatted for presentation.
Suggested citation: Changing Careers, Australian occupation mover flows (CSV), https://changingcareers.com.au/data/mover-flows.csv. Reformatted from Jobs and Skills Australia, Data on Occupation Mobility: Unpacking Workers Movements, published 30 January 2024. © Commonwealth of Australia, CC BY 4.0. Accessed [date].
How often it changes: Rebuilt from the data on every site update. The figures change only when Jobs and Skills Australia publishes a new occupation mobility release.

Download the CSV Browse it one job at a time

The Australian Career Map

What it is: 692 Australian jobs connected by 6,454 recorded moves, the same moves as the mover flows, with five findings you can cite.
Source body: Jobs and Skills Australia, Data on Occupation Mobility: Unpacking Workers Movements. AI exposure in one finding: Jobs and Skills Australia, Our Gen AI Transition: JSA AI Study Bespoke Tables (2025), CC BY 4.0.
Coverage: 2011-12 to 2020-21 financial years. Not current-year data.
Licence: CC BY 4.0
Attribution line: © Commonwealth of Australia. Data from Jobs and Skills Australia, used under CC BY 4.0 and reformatted for presentation.
Suggested citation: Changing Careers, The Australian Career Map, https://changingcareers.com.au/career-network, figures computed 5 November 2026. Built from Jobs and Skills Australia, Data on Occupation Mobility: Unpacking Workers Movements, published 30 January 2024. © Commonwealth of Australia, CC BY 4.0. Accessed [date].
Last updated: 5 November 2026
How often it changes: Rebuilt from the data on every site update. The figures change only when Jobs and Skills Australia publishes a new occupation mobility release.

See the map Findings (JSON)Edges (CSV)

AI redundancy tracker

What it is: Every named Australian redundancy round of 30 or more roles since January 2025, marked by whether the employer or a union cited AI. 100 rounds, each with the published story it comes from.
Source: Published news reports, one linked per round. Compiled by Changing Careers.
Last updated: 4 November 2026
Licence: CC BY 4.0

Read the rounds, the method and the totals on the AI redundancy tracker.

Download the CSV

AI exposure by region

What it is: The average automation exposure score, and the people in high-exposure jobs, for Australia, 9 states and territories and 89 ABS regions (SA4).
Source: Based on Australian Bureau of Statistics data, Census of Population and Housing 2021 (TableBuilder), and Jobs and Skills Australia, Our Gen AI Transition: JSA AI Study Bespoke Tables (2025), CC BY 4.0. © Commonwealth of Australia, combined by Changing Careers.
Licence: CC BY 4.0
Cite as: Changing Careers, AI exposure by region, 16 October 2026, https://changingcareers.com.au/ai-exposure-australia. CC BY 4.0.

Every region, the map and the method are on AI Exposure across Australia.

Scores by area (CSV)Jobs by area (CSV)

AI in the annual report

What it is: What each of 200 ASX 200 companies told its shareholders about AI and its workforce in its 2026 annual report, results documents and AGM addresses, with every statement quoted word for word and its page.
Source: Each company's own annual report, results presentation, results-call transcript and AGM addresses, as lodged with the ASX. Coded by Changing Careers.
Licence: Our coding is CC BY 4.0. Quotes are the companies' own words, reproduced with their source, and are not ours to licence. CC BY 4.0
Cite as: Changing Careers, AI in the annual report: what the ASX 200 told shareholders about AI and their workforce, 5 November 2026, https://changingcareers.com.au/ai-in-the-annual-report. CC BY 4.0.

Every company, every quote and the method are on AI in the annual report.

Every company (CSV)Every quote (CSV)

State of AI Redundancy in Australia

Our quarterly report, built from named redundancy rounds recorded in our AI redundancy tracker and released under CC BY 4.0. Attribute Changing Careers and link to the report. Latest edition: State of AI Redundancy in Australia: 2026-Q3.

Salary pages

32 pages giving a national salary range and a state-by-state split for one job each. They are not an open dataset. The ranges are estimates compiled by Changing Careers, not an official release, so we offer no licence for them. Cite the page, and quote the source it names.

Source, as each page names it: Changing Careers estimates, not an official release
Figures as of: July 2026, May 2026
Licence: None offered.
Suggested citation: Changing Careers, Accounts Clerk salary in Australia, figures as of May 2026, https://changingcareers.com.au/salaries/accounts-clerk-australia. Accessed [date].

For career advisers

A free page for career services, libraries and unions, with an embeddable check and a printable handout.

Where everything else comes from

Role pages carry figures from the ABS and Jobs and Skills Australia, each with its own date beside it. Those datasets are the publishers’ to license, not ours, so use them under the licence each publisher gives. Every source, the release we loaded and its licence is on where our data comes from. How each figure is worked out is on the Changing Careers methodology. Questions about a specific figure go to hello@changingcareers.com.au.