For decades, getting into the public service required mastering a highly specific, gruelling process: the written selection criteria.
Now, generative artificial intelligence (AI) has rendered that entire process nearly obsolete, sparking a search for the human behind the screen.
As candidates increasingly use platforms like Gemini and Anthropic to mimic the perfect public servant, agency recruitment teams are receiving an influx of automated lookalike entries.
It is a shift that has disrupted the local hiring landscape from the bottom up.
Founder of résumé-writing platform RecruitableHub, Meg Salter, said the influx of generative AI had flattened written applications to the point where traditional hiring was broken.
"With one or two prompts in something really simple and free, like ChatGPT or Copilot, you can get something that makes you sound like you are the person that needs to be hired," Mrs Salter said.
"The biggest problem the APS has is working out who now to put through to an interview - no one's bad on paper anymore."
In April 2026, the Australian Public Service Commission (APSC) released guidance that urged agencies to look past the polish of written submissions, place less weight on 500- to 700-word pitches, and validate claims through targeted interviews and reference checks.
The guidelines mandated that AI must not make final hiring decisions, and warned candidates against using the technology to fabricate skills or feed sensitive information into public platforms.
Rather than banning AI, the commission framed AI literacy as a core competency, and encouraged panels to use transparency questions to assess how candidates used the technology.
Mrs Salter said although "the APSC has been sensible in not banning AI or pretending candidates aren't already using it", high-level calls to look past the polish still underestimated how thoroughly AI had saturated written applications.
"It's impossible to look past the polish, because that's all a résumé, cover letter and selection criteria is," she said.
"It's actually the system that doesn't work."
Canberra recruitment firm HorizonOne's State of the Canberra Recruitment Market 2026 report quantified this shift.
Although total local job volumes fell by 15.8 per cent over the year, overall application numbers jumped by 12.6 per cent.
Yet the number of applicants actually shortlisted dropped by 42.1 per cent, driven by automated screening software and applicant tracking systems (ATS) compounding the volume problem.
Because ATS platforms screen primarily for keyword matching, highly optimised AI-generated applications easily rise to the top.
A 2026 study found AI-assisted applicants were up to 60 per cent more likely to be shortlisted than equally qualified candidates submitting human-written alternatives.
"Most applicant tracking systems read left to right. If you've got a table, it's gobbledygook. If you've got an image or two columns, it just doesn't make sense - and it gets rejected," Mrs Salter said.
As a result, strong human applicants whose CVs lacked exact phrasing or used non-standard layouts - like tables or columns - were quietly filtered out by the hypersensitive software.
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This automated volume crisis sits on top of a public-sector hiring system already criticised for being too slow to compete.
Mrs Salter said there were instances when Canberra candidates, including one acting APS director, waited up to 17 months to navigate the slow recruitment pipeline.
To stand out, she said jobseekers should ditch the automated scattergun approach as spamming hiring managers in a small market like Canberra ensured an application would not be taken seriously.
Instead, Mrs Salter said candidates should bypass algorithmic gatekeepers by calling the hiring manager directly before applying to establish a human connection. On the application itself, she said they should highlight honesty and real-world capability.
"I almost never see AI literacy in people's technical skills," Mrs Salter said.
"Do a short course, get some level of AI literacy and put it on your résumé - it will help you stand out from the crowd, because hardly anyone has it there."
As the APS integrates AI and reshapes its workforce, its recruitment infrastructure is lagging behind the pace of technological change.
"Everyone who can see what's coming is already on the move," Mrs Salter said. "The APS is on the beach, watching the wave coming."
