From Washington: the artificial intelligence revolution has reached the inbox of every recruiter on the planet, and in Australia, hiring managers are saying the same thing their counterparts in New York and London are: they can tell.
A growing number of employers report that job applications are arriving pre-loaded with the hallmarks of AI generation: perfectly structured bullet points, impeccably balanced sentences, and a curious sameness of language that makes one candidate's cover letter almost indistinguishable from the next. According to reporting by the Sydney Morning Herald, recruiters say it has become routine to receive résumés that feel less like a person and more like a well-prompted chatbot.
The irony is not lost on anyone. Jobseekers are deploying AI to stand out, and the result is that they are blending in entirely.
A Tool Too Tempting to Resist
It is not difficult to understand why candidates reach for ChatGPT or similar tools when applying for work. The job market in Australia remains competitive, and the pressure to submit polished, keyword-optimised applications is real. Applicant tracking systems, which many large employers use to filter résumés before a human ever reads them, reward specific phrasing and structured formatting. If the machine rewards machine-friendly writing, why not use a machine to write it?
For younger jobseekers in particular, AI assistance feels like a natural extension of how they already work. Many argue, with some justification, that using AI to tighten up grammar or sharpen a skills summary is no different from asking a friend to proofread a letter. The technology is widely available, the barrier to use is almost zero, and the upside, at least in theory, seems obvious.
There is also a fairness dimension that critics of employer complaints are quick to raise. Not every candidate has access to expensive career coaches or a professional network willing to review their application. AI, in this reading, is a democratising tool that gives first-generation professionals or those from disadvantaged backgrounds the same baseline polish as candidates from more privileged circumstances.
What Employers Actually See
Recruiters describe a particular texture to AI-generated applications that becomes recognisable quickly. Phrases like "results-driven professional" and "demonstrated ability to leverage synergies" appear with suspicious frequency. The prose is smooth but strangely impersonal. References to specific companies or roles feel grafted on rather than organic. And, perhaps most tellingly, the cover letter often reads as though the candidate has never actually worked anywhere in particular.
For employers trying to assess cultural fit or genuine enthusiasm for a role, this creates a real problem. The application is technically competent but emotionally inert. It tells them what the candidate thinks they want to hear without revealing much about who the person actually is.
Some recruiters have begun moving away from written applications altogether, replacing them with short video introductions, skills assessments, or structured phone screens. The Fair Work Commission has previously noted the importance of fair and transparent hiring practices, and there is a reasonable argument that shifting assessment methods in response to AI is simply good practice, provided those methods do not introduce new forms of bias.
The Authenticity Question
The deeper issue here is not really about AI at all. It is about what hiring processes are actually designed to measure. If a résumé is meant to signal writing ability, then an AI-generated one is clearly misleading. But if it is simply meant to communicate relevant experience, the tool used to format that communication matters far less.
Critics of the employer position argue that the outrage over AI résumés often reflects a nostalgia for a hiring process that was never as meritocratic as it appeared. Cover letters have long been polished by third parties; résumés have always been curated performances of the self. AI is simply a new instrument in a long-standing tradition of self-presentation.
The Australian Bureau of Statistics data consistently shows that employment transitions are among the most stressful economic experiences individuals face. In that context, it is hard to condemn candidates for using every tool available to them.
Where the Balance Lies
Reasonable people can disagree about where the line sits between helpful AI assistance and outright misrepresentation. Using AI to correct spelling and structure sentences is one thing; submitting a cover letter that does not reflect your actual voice or knowledge is another. The problem is that the line is genuinely hard to draw, and neither employers nor jobseekers have yet settled on a shared understanding of where it falls.
What is clearer is that both sides of this equation need to adapt. Employers who still rely heavily on written applications as their primary filter may find themselves systematically selecting for AI proficiency rather than job-relevant skills. That is unlikely to serve them well. Candidates, for their part, should understand that authenticity is not just an ethical preference; in a competitive shortlist, it is often the thing that actually gets you the job.
Australian workplaces are not going to put the AI genie back in the bottle, nor should they try. The more productive conversation is about how hiring processes can be redesigned to surface genuine capability, regardless of what tools candidates used to get their foot in the door. On that front, at least, employers and jobseekers share a common interest. The Department of Employment and Workplace Relations has scope to provide clearer guidance on best-practice recruitment in an AI-enabled environment, and the sector would benefit from it.