A groundbreaking report from the National Centre for Social and Economic Modelling (NATSEM) has revealed that women and university graduates are the demographic groups most susceptible to job displacement caused by artificial intelligence in Australia. The study, which analyzed over 400 occupations, found that 1.5 million jobs—approximately 11% of the workforce—are at high risk of being automated by 2030.
Key Findings of the NATSEM Report
The report identifies that roles heavily reliant on routine cognitive tasks, such as data entry, accounting, and legal support, are most vulnerable. Women occupy 65% of these high-risk positions, largely due to their overrepresentation in administrative and clerical roles. University graduates, particularly those in fields like business and law, face a 40% higher risk compared to workers with vocational qualifications.
According to lead researcher Dr. Sarah Johnson, "The assumption that higher education provides immunity from automation is false. Many graduate jobs involve predictable, rule-based tasks that AI can efficiently replicate."
Impact on Specific Industries
Industries most affected include finance, insurance, and professional services, where 30% of jobs could be automated. In contrast, healthcare, education, and construction show lower automation potential due to the need for human interaction and physical dexterity.
The report also warns that regional areas, where administrative jobs are concentrated, may experience disproportionate job losses. For instance, in Tasmania, 15% of jobs are at high risk, compared to 9% in the Australian Capital Territory.
Policy Recommendations
NATSEM recommends a national strategy to reskill affected workers, with a focus on digital literacy and AI management skills. The report estimates that targeted retraining programs could cost $2 billion but would save $5 billion in unemployment benefits and lost tax revenue over a decade.
Dr. Johnson emphasized, "We need proactive policies, not reactive ones. Upskilling workers now will reduce the social and economic costs of transition."
Broader Economic Implications
The Australian Council of Trade Unions (ACTU) has called for a universal basic income trial to support displaced workers. However, the Business Council of Australia argues that AI will create new jobs, citing potential growth in AI ethics, maintenance, and oversight roles.
The report concludes that without intervention, the gender pay gap could widen, as women face higher displacement rates. It urges government, industry, and educational institutions to collaborate on a just transition.
