While much of the public conversation around artificial intelligence has focused on white collar disruption, a first-of-its-kind report from the federal Department of Employment and Workplace Relations has confirmed Australia’s cleaning workforce sits among the occupations least likely to be displaced by the technology in the near term.
Released this month, the ‘AI and Employment in Australia’ report draws on automation exposure scores developed by Jobs and Skills Australia to sort every occupation in the country into five equal groups, ranging from most exposed to least exposed. In news that will be music to the ears of Australian cleaning businesses, the report found domestic cleaners land firmly in the least exposed quintile, alongside handypersons, carers and tradespeople, all roles built around manual, situational work that current generative AI tools struggle to replicate.
The report’s authors are careful to note that exposure scores are estimates, not firm predictions and that no occupation in Australia scored as fully exposed or fully insulated from generative AI. Still, the pattern across the data is clear. Roles built on repetitive cognitive tasks, such as filing and registry clerks or keyboard operators, carry the highest exposure scores, while roles requiring physical presence and adaptability carry the lowest. Workers in the least exposed group are also more likely to be male and less likely to hold a tertiary qualification, a demographic profile that broadly matches Australia’s commercial and domestic cleaning workforce.
What the minister had to say
Minister for Employment and Workplace Relations Amanda Rishworth used the report’s release to reassure Australian workers more broadly. “The ‘AI and Employment in Australia’ report reveals that artificial intelligence is not currently causing upheaval in the labour market,” she said. “AI is changing how we work, but it also has real potential to lift productivity, build skills and create new opportunities.”
Rishworth added a note of caution alongside the reassurance. “Artificial intelligence could yet reshape the jobs market in Australia, but this report shows labour market conditions remain strong by historical standards, youth outcomes have mostly held up, and occupational reshuffling has not accelerated,” she said. “We will continue to make sure Australians are supported through this change, with the skills, training and pathways needed to adapt and benefit.”
Steady ground for the cleaning sector
For operators across the Australian cleaning and hygiene industry, the findings offer a useful counterweight to the anxiety dominating boardroom conversations about automation. Robotics and smart monitoring tools are already reshaping parts of commercial cleaning, from autonomous floor scrubbers to sensor-based hygiene auditing, yet the Government’s data suggests these technologies are adding to the human workforce instead of eliminating it, for now. That distinction matters for workforce planning, recruitment and training investment across the sector.
The report also points to a broader opportunity for cleaning businesses willing to invest in upskilling. With the Government flagging skills and training pathways central to managing AI’s longer-term effects on employment, operators who get ahead of that agenda – whether through supervisory training, technology literacy programs or career progression frameworks – stand to benefit from a workforce that is both more resilient to disruption and more attractive to new entrants. The data is a snapshot and not a guarantee, and the Government has signalled it will keep monitoring occupational exposure as generative AI capabilities advance. For now, though, the numbers suggest Australia’s cleaners are standing on some of the steadiest ground in the entire labour market.
