Does the APS use AI in recruitment? What the 2026 principles actually say

There's a warning that goes around the Australian jobs forums, repeated with the confidence of settled fact: government recruitment feeds your application to an AI, and if the machine doesn't care for your formatting, no human ever reads your name. It's a clean, frightening story, and for the APS it's the wrong way round. The Australian Public Service Commission settled the question in 2026, in a document called the Principles for agency use of AI in recruitment. It runs to five pages. Some APS agencies do use AI tools in hiring. The machine is simply the one participant in the whole process that never gets the final say.

Does AI decide who gets shortlisted in the APS?

No, and the principles are unusually blunt about it for a government paper: an AI tool must not make the final decision in a recruitment outcome. That belongs to the selection panel and the delegate, and every decision has to be explainable and defensible against the merit principle. What a tool's allowed to do is help, and the Commission's own examples of helping are almost dull on purpose: take notes in an interview, draft a first cut of a selection report for a human to check and finish. Where an agency goes further and lets a tool help with shortlisting, a person still has to own the result and be able to say how the tool got there. A tool that ranks applications is being supervised. A tool that rejects you on its own authority is simply breaking the rules.

The obligations go deeper than most applicants would guess. Before an agency can put a new AI tool anywhere near recruitment, it has to run an impact assessment, and anything rated high risk goes to the AI Review Committee before it's switched on. The agency keeps a written policy on where AI can and can't be used, tests the tools for accuracy and bias while they run, and names a person who answers for them. And the accountability doesn't wash off onto the supplier: when a contracted recruiter runs AI on an agency's behalf, the agency still owns whatever comes out.

Will you be told when AI is used?

Yes, in writing, before you apply. An agency that means to use AI has to say so in the job advertisement and the candidate pack, and set out how and when the tools come in and which ones they are. Which makes the candidate pack worth reading twice: once for the selection criteria you have to answer, and once for the paragraph about AI. And because that disclosure is compulsory, a pack that says nothing about AI is quietly telling you there's none.

The rules run both ways, as it happens. The same set of APSC papers includes principles for candidates using AI, so agencies are being asked to be clear about what they expect from you, too. If you lean on AI to help write an application, read the pack for the agency's position on that as well.

The five principles, in plain terms

There are five. The names are the Commission's; the one-line translations underneath are ours.

1. Human-centred oversight and decision-making. The tool supports the work; a person makes the call at every stage that counts.
2. Governance, accountability and risk. Every agency using AI in recruitment keeps a written policy on where it may and may not go, and names who answers for it.
3. Transparency and explainability. Candidates are told, in the ad and the pack, and the agency has to be able to explain how a tool was used, contracted recruiters included.
4. Fairness, bias mitigation and merit. Decisions are made on merit, and the tools are checked for bias and accuracy before and during use.
5. Continuous capability building. Staff are trained on the tools before they're let near them.

What this changes about your application

Less than the forum warning would have you believe, and in a more useful direction. The things that mattered before the principles still matter. Where a tool helps with the reading, your document has to survive being parsed: one column, real headings, dates in one format, the ad's own words where they're honestly yours. A human panel rewards the same discipline exactly, so none of that effort is wasted, whichever kind of reader you draw.

One boundary before you carry this anywhere else. Everything above is the APS specifically. Private employers and other jurisdictions run their own systems, some of which really do screen and rank on their own, with none of this oversight. The moment you apply outside the service, the folklore stops being folklore.

So the warning is worth correcting rather than fearing. Inside the APS, a machine can't decide, an agency has to tell you when one is helping, and the reader you're actually writing for is a person. Write for them.

The short version

• Some APS agencies use AI tools in hiring. None may let a tool make the assessment or the decision.
• That belongs to the panel and the delegate, and every outcome has to be defensible against the merit principle.
• Agencies have to tell you when AI is used.
• The allowed uses are administrative: notes, a first draft of a report for a human to finish.
• So write for the panel, because the panel is what decides.

The frightening version of this story has the machine at the end of the process. It is at the beginning, and a person is still at the end.

We'd like to help with this

Honestly, this is the part we enjoy. Send your resume through the free review and a real writer will read it and reply within one working day, whether or not you ever buy anything from us.

If you want the whole selection process laid out, from the job pack to a real departmental assessment plan, The APS Application Handbook covers it end to end, and this myth is one of five it takes apart in a free extract you can read first. Veterans and reservists get 20 per cent off every package. We'd love to make you the shoo-in.

Source: Australian Public Service Commission, Principles for agency use of AI in recruitment (2026). This post is accurate as of 23 July 2026. AI policy is moving quickly; if you are reading this later, check the current version of the document, because where it and this post disagree, the document wins.