Every federal agency in Australia must appoint a Chief AI Officer by July 2026. A purpose-built chatbot called GovAI Chat is rolling out to all 220,000-plus public servants. And the union representing them says 92% have received zero AI training.
If you work in the Australian Public Service, the question isn't whether AI is coming. It's how fast it's arriving and which roles it changes first.
What the government is actually doing
The APS AI Plan, released in November 2025, is the most concrete AI workforce strategy any Australian employer has published. The headline goals:
- GovAI Chat — a secure, government-grade generative AI tool — enters alpha trial in April 2026 and beta in July 2026. It runs on models from OpenAI and Anthropic, built specifically for APS workflows.
- Chief AI Officers in every agency by mid-2026, tasked with identifying opportunities and driving adoption. These are existing senior staff, not new hires — no extra headcount.
- Every public servant gets access to generative AI from their desktop, with training and guidelines.
The Department of Finance has also established an AI Delivery and Enablement (AIDE) team to coordinate rollout across agencies. A $29.9 million AI Safety Institute will monitor risks.
This isn't a vague future plan. It's happening in months.
The roles most exposed
Not all public service jobs face the same level of AI exposure. We mapped 11 common APS occupations against their AI risk scores using Jobs and Skills Australia data.
High exposure (AI score 7+):
- Keyboard operators — 8.0/10 (53,100 workers nationally). Data entry, transcription, and document preparation are among the most automatable tasks in any workforce.
- Filing and registry clerks — 7.5/10 (18,500 workers). Sorting, classifying, and retrieving documents is exactly what AI document processing does.
- Human resource clerks — 7.5/10 (23,200 workers). Leave records, personnel files, and employment processing — routine, rules-based work.
- General clerks — 7.0/10 (286,600 workers). The single largest clerical occupation in Australia. Filing, mail, reports, data entry.
Moderate-high exposure (AI score 5.5–6.9):
- Secretaries — 6.8/10 (29,200 workers). Declining 7.5% over five years even before the AI push.
- Receptionists — 6.6/10 (182,600 workers). Appointment scheduling, call routing, and visitor management are all being automated.
- Personal assistants — 6.5/10 (49,700 workers). Down 7.7% over five years. AI scheduling and drafting tools target these tasks directly.
- Intelligence and policy analysts — 6.3/10 (42,400 workers). Research, data analysis, and briefing paper preparation are prime augmentation targets. But this role is growing — up 16% over five years.
- Contract, program and project administrators — 5.9/10 (161,300 workers). The second-largest group on this list.
Lower exposure (AI score under 5):
- Policy and planning managers — 4.9/10 (39,500 workers). Strategic judgement, stakeholder negotiation, and political navigation keep this role more resilient. Growing 12.1% over five years.
- Inspectors and regulatory officers — 4.8/10 (45,200 workers). Physical site inspections, visa assessments, and compliance checks still require human presence and judgement.
The pattern is clear. Routine, rules-based administrative roles score highest. Roles requiring judgement, physical presence, or political sensitivity score lowest.
The robodebt shadow
Any conversation about AI in government services in Australia runs through robodebt. Between 2016 and 2019, an automated system raised more than 500,000 inaccurate Centrelink debt notices against welfare recipients. The Royal Commission found it was unlawful.
That history is why Services Australia has been careful. CEO David Hazlehurst has stated there are "no current plans to use AI in customer-facing activities — as in making decisions about entitlements." The agency does use AI behind the scenes: an AI engine now processes up to 25,000 citizen documents per day for Centrelink, Medicare, and Child Support, cutting processing times from weeks to seconds. But final decisions stay with humans.
Services Australia handles over 1.1 billion online interactions each year. The pressure to automate is real. The political cost of getting it wrong is equally real.
What the union says
The CPSU — the union representing federal public servants — has been sounding the alarm. Their survey found:
- 40% of members are aware of AI use in their workplace
- 12% use it in their day-to-day work
- 92% have received no AI training
- Only 1 in 5 were consulted before AI was introduced
- 97% agree workers should be consulted on new technology
CPSU National Secretary Melissa Donnelly has warned that entry-level APS 1 and 2 roles are the most likely to be disrupted — the same pattern seen when computers and the internet reshaped the public service decades ago. She's also raised concerns about AI in recruitment, arguing it risks undermining merit-based hiring principles.
The union isn't anti-AI. It wants enforceable protections: job security guarantees, genuine consultation, training, and a fair share of productivity gains.
Augmentation, not just automation
The picture isn't all cuts and anxiety. The JSA Generative AI Capacity Study found AI is far more likely to augment work than automate it outright. Across the economy, 55% of tasks could be performed by people using AI as a tool, while only 15% could be entirely replaced.
For the public service specifically, this means policy analysts using AI to draft briefing papers faster, not AI writing policy. It means document processing engines triaging citizen forms, not making welfare decisions. It means inspectors using AI-generated risk profiles to prioritise site visits, not replacing inspectors.
Some APS roles are growing despite high AI exposure. Intelligence and policy analysts are up 16% over five years. Contract and program administrators are up 9.5%. Policy managers are up 12.1%. These roles are absorbing AI as a productivity tool, not being displaced by it.
What this means for public servants
The APS is about to undergo the fastest technology shift since the internet arrived in government offices. GovAI Chat goes into alpha next month. Chief AI Officers start work by July. Every public servant gets access to generative AI on their desktop.
If you're in a routine administrative role — data entry, filing, HR processing — the data shows these functions face the highest AI exposure in the entire workforce. That doesn't mean mass redundancies. The government has explicitly stated AI adoption should not be a vehicle for job cuts. But role descriptions will change. Some entry-level pathways will narrow. New skills will be expected.
If you're in a role that requires judgement, negotiation, or physical presence — policy management, regulatory inspection, complex case work — your AI exposure is lower and your employment trajectory is growing.
Either way, the 92% of public servants without AI training need to change that number fast.
Check where your specific role sits on the AI exposure scale at How Safe Am I?, or compare occupations side by side at Compare. You can also see how all 358 occupations rank at Rankings.