TLDR: A new report by Jobs and Skills Australia predicts that generative AI will significantly enhance high-skilled professions while automating a substantial portion of routine clerical and administrative tasks, reshaping the nation’s labor market by 2050.
Australia’s job market is poised for a significant transformation driven by artificial intelligence, with new modeling from Jobs and Skills Australia (JSA) indicating a dual impact: augmentation for high-skilled roles and automation for clerical work. The government agency’s ‘Our Gen AI transition’ report, released on August 14, 2025, utilized economy-wide Computable General Equilibrium modeling to forecast how AI could reshape the Australian labor market between now and 2050.
The report suggests that AI is more likely to change how most jobs are performed rather than eliminate them entirely. According to JSA’s findings, only about 4% of the workforce is in occupations with high automation exposure. In contrast, a substantial 79% of jobs have low automation exposure but possess medium-to-high augmentation potential, meaning AI will serve as a powerful assistant, enhancing productivity and capabilities in these roles.
Routine clerical and administrative positions are identified as the most susceptible to automation. JSA’s modeling projects the biggest job declines by 2050 for roles such as general clerks, receptionists, accounting clerks, and bookkeepers. Sales and marketing professionals, along with programmers, are also expected to face significant impacts due to automation.
Conversely, knowledge-intensive professions like managers, engineers, healthcare professionals, and educators are anticipated to experience higher augmentation potential, benefiting from AI’s assistive capabilities. The report also predicts job gains in occupations requiring physical presence and human interaction, including cleaners and laundry workers, nurses and midwives, business administration managers, construction and mining laborers, and hospitality workers.
Also Read:
- Microsoft Research Unveils Jobs Most and Least Impacted by Generative AI
- New Zealand Poised to Adapt as AI Redefines ‘Low-Value’ Work Across Global Industries
The findings contribute to the ongoing global debate about AI’s effect on employment. Microsoft CEO Satya Nadella has previously argued that while ‘knowledge work’ will be redefined, human oversight and direction of technology will remain crucial. However, more pessimistic views exist, with some experts like Adam Dorr, research director at RethinkX, warning that AI could render most human jobs obsolete by 2045, leaving only roles dependent on human connection or ethical complexity. In response to these shifts, JSA has called for targeted training initiatives to ensure all Australians can benefit from the evolving AI landscape.
