A job title cannot tell you whether AI will replace your job. Look at the tasks you do, the tools available in your workplace and the decisions that need a person. Some work may be automated or assisted, while employment also changes for reasons beyond the technology.
This guide was first published on 10 February 2026 and substantially updated on 26 October 2026. The task examples below are illustrations, not forecasts for an individual occupation.
What does “AI exposure” mean for a job?
Jobs and Skills Australia assesses how generative AI could assist or undertake tasks within occupations. Its exposure scores describe potential if technology is used; they do not predict a particular worker’s redundancy, future pay or the quality of a job. Adoption, workplace choices, demand and policy affect the outcome.
This distinction matters when reading headlines about “jobs at risk.” A role can have several tasks suited to AI assistance while still needing people to check facts, serve customers, handle exceptions or take responsibility for decisions. Some employers may redesign roles or reduce staffing; others may use time saved to expand services. Neither result is guaranteed.
Which tasks are more likely to change first?
Routine digital work with clear information and repeatable checks is a useful place to examine. Physical conditions, sensitive relationships and consequential decisions call for closer human involvement. The examples below help you compare tasks, rather than label whole occupations safe or unsafe.
- Administration: a tool might draft a standard reply or sort incoming forms. A person still checks unusual requests, privacy, customer context and final communication.
- Construction and trades: AI might help prepare a quote or schedule. A qualified worker still checks site conditions, technical requirements and safety.
- Teaching: a tool might suggest lesson materials. Educators and their organisations remain responsible for suitability, assessment and student welfare.
- Professional services: AI might summarise documents or prepare a first draft. Practitioners need to verify sources and apply professional standards before giving advice.
For more examples, see our industry task guide. The mix can vary widely even between two people with the same job title.
Start with a week of your own work
- List your recurring tasks. Include customer contact, physical work, decisions, administration and the exceptions that take time.
- Mark possible uses. Could a tool prepare a draft, complete a defined step, or offer no useful help? Write down what evidence would change your view.
- Identify the reviewer. Decide who checks facts, handles sensitive information, signs off and deals with errors.
- Try one approved, low-risk task. Compare the result with your current process, including checking time and rework. Follow your employer’s tool and data rules.
- Revisit the map. Tasks, tools and employer policies change. A one-time “risk score” will not capture that.
Our three-question role audit gives you a quick starting point.
Should I retrain or change careers?
Do not make that decision from an AI headline alone. First identify which skills remain useful in your current role, which tasks are changing in your workplace and whether a short course, supervised practice or a new responsibility would help. If you are considering a larger move, compare actual openings and training requirements. Jobs and Skills Australia’s 2026 Jobs and Skills Report provides current national labour-market context; local opportunities will differ.
Practise asking clear questions, checking the answer and explaining your decisions. Combine those habits with knowledge of your field. They give you useful ways to work through change without promising a career will stay the same.
What if my employer introduces AI or changes my role?
Ask what is changing, how output will be checked, what training is available and how staff can raise concerns. If the change may significantly affect employees, consultation requirements can arise under an award, enterprise agreement or law. The Fair Work Ombudsman’s consultation guide explains the general rules and points to award and agreement checks. Requirements depend on your situation.
If a role is genuinely made redundant, notice, redundancy pay and exceptions depend on employment terms and eligibility. Check the Fair Work Ombudsman’s redundancy guidance or seek qualified advice for your circumstances. AI use alone does not settle whether a redundancy is genuine.
Where should I look for evidence?
- Jobs and Skills Australia: Gen AI task exposure explains the difference between automation and augmentation and the limits of exposure scores.
- Jobs and Skills Australia: Jobs and Skills Report 2026 covers current Australian workforce and skills trends.
- Fair Work Ombudsman: workplace consultation explains where to check obligations if technology changes work.
What to do next: Map a week of your work into tasks, discuss one realistic use case with your manager or team, and keep a person responsible for checking consequential outputs. Our AI and jobs FAQ answers common follow-up questions.