Test Engineer QA Engineer
Occupation code: 261314（ANZSCO） Skilled migration occupation Overall 6.2/10
A QA Engineer is responsible for software testing, defect identification and quality assurance, ensuring products meet functional and performance requirements. With Australia's software industry growing rapidly, demand for QA Engineers skilled in automated testing (Selenium, Playwright, Cypress) continues to rise, making it an important pathway into the IT sector.
Ratings · Overall 6.2/10i
In the AI era: what happens to Test Engineer
The impact of AI on test engineer roles is mixed: Repetitive tasks like automated test script writing and regression testing are easily replaced by AI, but AI also significantly improves test coverage and efficiency, while new directions like AI testing and model evaluation create new opportunities.
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Replaces a test engineer's manual UI testing work by automatically executing repetitive test cases via scripts, improving test efficiency and coverage.
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Replaces test engineers' end-to-end test writing and execution, reducing manual debugging time through simplified scripts and automatic waiting mechanisms.
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Replaces test engineers' manual API testing by automating API validation through collection runners and scripts, reducing repetitive manual testing.
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Replaces test engineers in visual regression testing by using AI algorithms to automatically compare screenshots and flag anomalies, reducing manual inspection effort.
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Replaces test script maintenance work of test engineers, with AI automatically identifying element changes and adjusting locators, reducing script maintenance costs.
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Replaces test engineers' test case coding; generates executable tests via NLP, lowering the barrier for automated script writing.
- Automatically generating test cases and scripts from requirement documents
- Batch execution of regression tests and result comparison
- Automatic bug localization and classification based on historical defect data
- Manual exploratory testing of simple functions (replaced by AI-driven tools)
- Use AI to recommend key test scenarios to increase test coverage depth
- AI-assisted generation of test data and simulation of complex user behaviors
- Automatic detection of potential defects and performance bottlenecks through AI log analysis
- AI-driven visual testing and cross-browser compatibility checks
- Understanding complex business logic and end-to-end scenario design
- Non-Functional Testing Strategies (Security, Usability, Accessibility)
- Collaborating with development and product teams to promote quality culture
- Innovation in testing methodologies for emerging technologies (e.g., AI models, blockchain)
- AI/ML basics: understanding model training, evaluation, bias detection
- AI testing tools: e.g., Test.ai, Applitools, Functionize
- Advanced automation frameworks: Selenium/Playwright/Cypress + CI/CD integration
- Data analysis and visualization: extract quality metrics from test data
- Ability to Build Low-Code/No-Code Testing Platforms
Demand for junior testing roles (pure manual testing, simple test case execution) has significantly decreased, as AI can automatically generate and execute test cases. Entry barriers have risen, requiring knowledge of automation frameworks and AI tools, but overall entry via training is still possible.
Transition from traditional QA to AI testing expert or quality engineering (QE). Initially master AI-assisted testing tools and automation frameworks; later delve into AI model testing, performance engineering, or security testing; eventually become a quality architect designing enterprise-level AI quality assurance systems, or shift to testing roles in MLOps/AIOps.
Salary
| Experience | Annual (AUD) | |
|---|---|---|
| Entry level (0–3 years) | $62,000 ~ $82,000 | Junior QA Engineer |
| Mid-level (3–8 years) | $85,000 ~ $120,000 | QA/Automation Engineer |
| Senior (8+ years) | $123,000 ~ $165,000 | Senior QA / Test Lead |
Education Path
| Stage | Duration | Cost (AUD) |
|---|---|---|
| Bachelor of IT / Computer Science | 3 years | $25,000~$45,000 |
| ISTQB Foundation / Advanced Certification | 1–3 months | $400~$1,500 |
| Test Automation Tools Portfolio (Selenium/Playwright) | 3–6 months of self-study | $0~$500 |
Qualifications
| Qualification | Issuer | |
|---|---|---|
| Bachelor of IT / Software Engineering | Recognised university | Optional |
| ISTQB Certified Tester Foundation Level | ISTQB | Optional |
| ISTQB Advanced Test Automation Engineer | ISTQB | Optional |
Migration
Occupation classification code: 261314（ANZSCO）
| Visa | Details |
|---|---|
| 482 Skills in Demand | Employer sponsorship, IT sector |
| 186 ENS | Permanent residency pathway |
| 190 Skilled Nominated | State nomination · ~95 pts competitive cut-off (2025–26, indicative) |
Who it fits
- Career changers with a programming background looking to enter the IT industry
- Developers who prioritise code quality and system reliability
- Suitable for those looking to enter fintech companies through a testing pathway
- Those unwilling to learn automation frameworks and who only perform manual testing
- Those who prefer rapidly building new features over testing and validation
Career outlook
Manual testing roles are declining rapidly; automation testing frameworks (Selenium, Playwright) and API testing (Postman/RestAssured) have become essential skills. Salary premiums are notable in performance testing (JMeter, k6) and security testing (OWASP) areas, and CI/CD integration testing skills are a key hiring focus.
The adoption of Agile and DevOps has driven Shift-Left Testing, requiring test engineers to be deeply integrated into the development process. AI-assisted testing tools are rapidly changing traditional manual testing practices, but test architecture design and quality strategy formulation still require skilled professionals.
Growth areas：
Test Automation (Selenium/Playwright)Performance & Load TestingSecurity TestingAI-Assisted Testing
FAQ
Data sources
Salary ranges are estimates aggregated from public listings on Seek, Indeed, Glassdoor and ERI SalaryExpert; employment and demand forecasts cite Jobs and Skills Australia (JSA) and the Australian Bureau of Statistics (ABS); visa and migration details follow the latest occupation lists from the Department of Home Affairs and the relevant assessing authorities. Figures are indicative only — always refer to the latest official sources.