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ISQI CTAL-TAE Exam Syllabus Topics:

Section	Weight	Objectives
Implementation and Deployment Strategies	12%	- Deployment and execution strategies - Pilot projects and rollout - Integration with CI/CD pipelines
Continuous Improvement	19%	- Evolving with technology and processes - Optimization and maintenance - Monitoring and feedback loops
Introduction and Objectives for Test Automation	5%	- Roles and responsibilities - Purpose and benefits of test automation - Test automation in software development lifecycle
Preparation for Test Automation	14%	- Evaluation and selection of tools - Cost-benefit analysis - Assessing suitability for automation
Implementing Test Automation	11%	- Testware development and maintenance - Handling data and interfaces - Development standards and practices
Reporting and Metrics	12%	- Reporting formats and stakeholders - Data collection and analysis - Metrics for effectiveness and efficiency
Verification of Test Automation Solution	12%	- Verifying functionality and quality - Infrastructure validation - Reliability and performance checks
Test Automation Architecture	15%	- Architecture concepts and layers - Frameworks and design patterns - Infrastructure and environment setup

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ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering Sample Questions (Q22-Q27):

NEW QUESTION # 22
Which of the following BEST describes why it is important to separate test definition from test execution in a TAA?

A. It allows specify test cases without being closely tied to the tool to run them against the SUT
B. It allow choosing different paradigms (e.g event-driven) for the interaction TAS and SUT
C. It allows testers to findmore defects on the SUT
D. It allows developing steps of the test process without being closely tied to the SUT interface.

Answer: A

NEW QUESTION # 23
You have been asked to automate a set of functional tests at system Test level via the CLI of the SUT for the first release of a software system. The automated tests will be delivered to the learn in change of maintenance testing, who will use them for part of the regression testing. They have the following requirements.
1.The automated tests must be as fast and cheap to maintain as possible
2.The cost of adding new automated tests must be as low as possible
3.The automated tests must have a high level of independence from the tool itself Which of the following scripting techniques would be MOST suitable?

A. Structure scripting
B. Data-driven scripting
C. Linear scripting
D. Keyword-driven scripting

Answer: A

NEW QUESTION # 24
A SUT has an existing automated test suite.
Which of the following statements relating to the introduction of new features in the SUT is TRUE?

A. Automated tests are not affected by the introduction of a new feature and running them against the new SUT is a waste of effort
B. The test automation engineer should work with the business analysts to ensure the new feature is testable
C. It is generally more difficult to automate test cases for a new feature as the development has not yet started
D. The introduction of a new feature could require updates or additions to the testware components

Answer: A

NEW QUESTION # 25
Which of the following metrics could suggest, under certain condition that an automated regression test suite has NOT been updated for new functionalities added to the SUT?

A. The ratio of commands to executable statements in the automation code of the regression test suite
B. The ratio of comments to executable statements in the SUT code.
C. The defect density in the automation code of the regression test suite.
D. The SUT code coverage provided by the execution of the regression test suite.

Answer: D

NEW QUESTION # 26
(Which of the following statements refers to a typical advantage of test automation?)

A. On average, automated tests written at the API level are likely to run faster than automated tests written at the UI level
B. Artificial intelligence can be used to help identify redundant tests within large, long-running automated regression test suites
C. Automated tests can determine whether actual results match expected results, even for non-machine- interpretable results
D. Automated tests can allow defects to be detected earlier than manual tests because their execution times can be shorter

Answer: A

Explanation:
In the ISTQB Test Automation Engineer (TAE) body of knowledge, a core, typical advantage of test automation is faster feedback through efficient execution, especially when tests are implemented at lower levels (e.g., API/service) rather than through the UI. UI tests inherently traverse more layers (browser, rendering, client-side code, network timing, and often multiple back-end calls), so they tend to be slower and more brittle. API-level tests bypass most UI-related overhead and interact closer to business logic/services, reducing execution time and improving reliability. Option A is incorrect because many results (e.g., visual aesthetics, subjective usability, tone, or "looks right") are not reliably machine-interpretable without specialized approaches and still often require human judgment. Option C may be possible in some contexts, but "AI redundancy identification" is not a typical, foundational advantage emphasized as a standard automation benefit. Option D is misleading: early defect detection is mainly achieved by earlier and more frequent execution (e.g., CI) and shifting tests left, not merely because a single automated run is shorter than manual execution. Therefore, the most typical advantage presented is that API automation generally runs faster than UI automation.

NEW QUESTION # 27
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