Blog

Data-driven insights on AI and the Australian workforce.

·6 min read

Is Your Uni Degree Still Worth It in the Age of AI?

ICT enrolments dropped 21% in 2026 as students fear AI. But which degrees lead to high-risk jobs and which stay safe? We checked 358 occupations.

financial dealerssoftware and applications programmerseconomistsjournalists and other writers
·5 min read

Is Your Finance Job Safe From AI in Australia?

AI is reshaping Australian finance. See which banking, accounting, and insurance roles face the highest risk — and which are adapting — using real occupation data.

accounting clerksbookkeepersfinancial dealersinsurance money market and statistical clerks
·5 min read

Is Teaching Safe From AI in Australia?

Australian teachers score 3.8-5.5 on AI risk. With 400,000 school teachers and a worsening shortage, here's what the data says about AI in education.

primary school teacherssecondary school teachersearly childhood pre primary school teachersuniversity lecturers and tutors
·5 min read

Is AI Coming for Australia's Customer Service Jobs?

CBA replaced 90 call centre staff with AI, then reversed its decision. Here's what the data says about AI risk for 578,000 Australian customer service workers.

telemarketerscall or contact centre workersgeneral clerksreceptionists
·7 min read

Is AI Closing the Door on Entry-Level Jobs in Australia?

Which starter jobs face the highest AI risk in Australia? We checked 358 occupations. Some entry-level roles score 8/10 — others barely register.

general clerksreceptionistsaccounting clerkskeyboard operators
·7 min read

How Safe Are Healthcare Jobs From AI in Australia?

Australia's 1.7 million healthcare workers face the lowest AI risk of any major sector. Real AI exposure scores for nurses, doctors, and allied health.

registered nursesaged and disabled carersgeneral practitioners and resident medical officersphysiotherapists
·4 min read

Could a Four-Day Week Save Australian Jobs From AI?

Unions want a 4-day week and 6 months notice for AI job losses. Here's what's being proposed, what the trial data says, and who it affects.

general clerkscall or contact centre workersaccounting clerksreceptionists
·7 min read

Are Tradies the Safest Career Bet in Australia?

Australian trades have AI risk scores as low as 1.9/10. With 300,000 worker shortfalls and a $242B infrastructure pipeline, tradies may be the safest career bet going.

electriciansplumberscarpenters and joinersconcreters