Australia has released its first comprehensive government report on how artificial intelligence will reshape the job market, and the findings reveal a stark divide: women and university graduates in cognitive roles face significantly higher displacement risk than male workers in manual trades. The report, titled "AI and Employment in Australia," analyzed labor market data to identify which occupations are most vulnerable to AI replacement, uncovering patterns that could reshape workforce planning across the country.

Which Jobs Are Most at Risk from AI?

The Australian government's analysis, drawing on data from Jobs and Skills Australia, found that cognitive roles bear the highest exposure to AI replacement. These include positions typically held by women and graduates, such as clerks, programmers, administrative staff, telemarketing professionals, advertising roles, and accountants. By contrast, manual occupations including carers, tradespeople, and drivers face the lowest exposure to automation.

The gender disparity is striking. The report noted that nearly 70% of workers in the least-exposed group were male, while women are disproportionately employed in the occupations most vulnerable to AI. Male-dominated manual jobs like plumbing and forklift operation remain broadly insulated from automation, whereas routine cognitive work such as keyboard operation faces heavy exposure to large language models and other AI systems.

Young workers also face particular vulnerability. The report explained that AI models are "generally best at performing tasks that require codified knowledge" but are "less capable of replacing tacit knowledge, the idiosyncratic tips and tricks that accumulate with experience." Younger workers disproportionately lack this accumulated experience, placing them at greater risk.

How Is Australia Planning to Manage AI's Employment Impact?

Rather than treating AI as an inevitable force, the Australian government is moving forward with a comprehensive regulatory framework. The country has established an Office of AI within the Department of the Prime Minister and Cabinet, tasked with creating what Prime Minister Anthony Albanese described as the world's first single national AI framework.

The government is developing Australian Standards for AI, which will apply to public services and broader AI deployment across the economy. These standards are being coordinated by industry and innovation minister Tim Ayres and assistant minister for science, technology, and the digital economy Andrew Charlton, working alongside attorney-general Michelle Rowland to prioritize transparency and ethical practice.

The regulatory approach extends beyond employment concerns. The government is also legislating rules for large AI data centers, requiring them to underwrite their own power supply and pay their share of grid connection costs so that Australian energy bills are not impacted. These rules are scheduled to be legislated in early 2027.

Steps to Prepare Workers for AI-Driven Job Market Changes

• Skills Training Programs: The Australian government is committed to ensuring workers have access to skills, training, and pathways needed to adapt and benefit from AI adoption, according to employment minister Amanda Rishworth.
• Human-Centered Decision Making: Industry minister Tim Ayres emphasized that the government will ensure "there's always a person in the chain of decision making" when AI is used to provide services, maintaining human oversight in critical processes.
• Continuous Labor Market Monitoring: The Department of Employment and Workplace Relations will continue to monitor and report on trends in AI's impact on employment, allowing the government to adjust policies based on real-world data.

"The government is determined to ensure AI is harnessed to create good jobs, not threaten them. We will continue to make sure Australians are supported through this change, with the skills, training and pathways needed to adapt and benefit," said Amanda Rishworth, Australia's employment minister.

Amanda Rishworth, Employment Minister, Australian Government

The government's approach reflects a broader recognition that while AI could reshape the Australian jobs market, current labor market conditions remain "strong by historical standards" and occupational reshuffling has not yet accelerated. This suggests there is still a window to implement proactive policies before disruption becomes acute.

"This is the Albanese government making sure that artificial intelligence is safe for Australians, and that its adoption is in the national interest," noted Tim Ayres, industry and innovation minister.

Tim Ayres, Industry and Innovation Minister, Australian Government

The Australian initiative stands out globally because it combines employment impact assessment with concrete regulatory frameworks. Rather than issuing warnings without action, the government is establishing standards, creating oversight structures, and legislating rules for AI infrastructure. This integrated approach suggests that policymakers view AI governance not as a single regulatory problem but as a multifaceted challenge requiring coordination across employment, technology, energy, and ethics.

For workers, particularly women and graduates in cognitive roles, the report serves as both a warning and a call to action. The government's commitment to skills training and human-centered decision making indicates that displacement is not inevitable, but preparation is essential. The coming months will reveal whether Australia's regulatory framework can successfully guide AI adoption in ways that create opportunity rather than simply displacing vulnerable workers.

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