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ISQI CTAL-TAE (ISTQB Certified Tester Advanced Level, Test Automation Engineering) certification exam is designed for software testing professionals who want to advance their skills in automation testing. ISTQB Certified Tester Advanced Level, Test Automation Engineering certification exam is internationally recognized and is considered one of the most prestigious certifications in the software testing industry.

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ISQI CTAL-TAE (ISTQB Certified Tester Advanced Level, Test Automation Engineering) certification exam is designed to validate the skills and knowledge required for advanced test automation engineers. ISTQB Certified Tester Advanced Level, Test Automation Engineering certification is ideal for professionals who want to enhance their career prospects in the software testing industry. CTAL-TAE Exam covers various topics such as test automation design, implementation, maintenance, and reporting. It also includes advanced concepts such as test automation frameworks, tool selection, and risk-based testing.

ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering Sample Questions (Q18-Q23):

NEW QUESTION # 18
You have been tasked with adding the execution of build verification tests to the current CI/CD pipeline used in an Agile project. The goal of these tests is to verify the stability of daily builds and ensure that the most recent changes have not altered core functionality. Currently, the first activity performed as part of this pipeline is the static source code analysis. Which of the following stages in the pipeline would you add the execution of these smoke tests to?

A. After deploying the new build to the test environment and before performing more extensive testing
B. As a first activity, before performing static source code analysis and before generating the new build
C. After performing static analysis on the source code and before generating the new build
D. As a final activity, immediately before releasing the new build into production

Answer: A

Explanation:
Build verification tests (often called smoke tests) are intended to provide fast confirmation that a new build is deployable and that core, end-to-end functionality remains intact. TAE describes these as early, lightweight checks that run after deployment to a suitable test environment, because they need an executable, running instance of the SUT to validate system readiness. Static analysis occurs before packaging/deployment and is a quality activity on source code; smoke tests are runtime checks. Running them before generating the build (A or B) is not feasible because there is no deployed artifact to validate. Running smoke tests as the final activity right before production release (D) defeats their purpose as an early feedback mechanism and increases risk by discovering basic failures too late. The practical and TAE-aligned placement is immediately after deploying the new build into the test environment and before launching broader, longer-running regression, system, or acceptance suites. This ensures failures are detected quickly, prevents wasting time running extensive tests on an unstable build, and provides a clear quality gate for "is this build worth testing further?" Therefore, stage C is the correct insertion point for build verification tests.

NEW QUESTION # 19
You have been asked todeterminea TAS for a new release of a SUT, test should be automatedwherever. The new release will consist of 5 new interfaces and an amendment to 3 existing interfaces. The new and amended interface will be deliver incrementally in 3 sprints, each lasting 2 weeks.
What would be the BEST Test Automation Solution (TAS) design in this scenario?

A. Automate tests at both Component and System Level. Only do this automation once every interface has been fully developed or amended and manual testing has completed successfully.
B. Automate a test at once level, component level, Create customized interface/test hooks for this level where the interface has not yet been developed or amended.
C. Automate the tests at two levels, Component and System level. Create customized hooks at Component level for interface not yet developed or amended. Only use the newly developed or amended interfaces to test at System level.
D. Automate tests at one level only, System level. Use only the newly developed interfaces and do not create any customized interfaces/test hooks.

Answer: A,C

NEW QUESTION # 20
A regression test suite consist of 500 test cases which are all executed manually. The business case for a pilot project is based on the adoption of test automation using a commercial tool that will reduce the execution time by a factor of 90% for 100% of the tests in the regression test suite. The pilot project lasted one month ( as planned) and you are currently its results. At the end of the pilot project, 40% of the regression tests have been automated and their execution time has been reduce by 60%.
Which of the following statements is TRUE in this scenario?

A. The project selected for the pilot is too critical -if should not be too critical or too trivial
B. Thetarget defined for the business case seems difficult to hit - it should be realistic
C. The duration of the pilot project was too short -it should last unit the success factors are achieved
D. The target defined for the business case is too accurate -it should not be measureable

Answer: B

NEW QUESTION # 21
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 defect density in the automation code of the regression test suite.
C. The SUT code coverage provided by the execution of the regression test suite.
D. The ratio of comments to executable statements in the SUT code.

Answer: C

NEW QUESTION # 22
A suite of automated test cases was run multiple times on the same release of the SUT in the same test environment. Consider analyzing a test histogram that shows the distribution of test results (pass, fail, etc.) for each test case across these runs. Which of the following potential issues is MOST likely to be identified as a result of such an analysis?

A. Security vulnerabilities in automated test cases
B. Maintainability issues in automated test cases
C. Outliers in test execution times
D. Unstable automated test cases

Answer: D

Explanation:
TAE recommends monitoring test results over repeated executions to detect non-determinism and flakiness. A histogram showing pass/fail distributions per test across multiple runs in the same environment and on the same SUT version is especially useful for identifying tests whose outcomes vary without corresponding changes. If a test sometimes passes and sometimes fails under equivalent conditions, the distribution reveals instability: repeated failures for the same test, intermittent patterns, or inconsistent outcomes compared with other tests that remain stable. This is a classic indicator of flaky tests or unstable test design (e.g., synchronization issues, hidden dependencies, data leakage, timing sensitivity) and is a key maintainability
/reliability concern in automation programs. While execution time outliers (A) require time-series or duration metrics rather than pass/fail distributions, a result histogram primarily focuses on outcome variability, not performance. Security vulnerabilities (B) are not identifiable from outcome distributions; they require static analysis, code review, or security testing methods. Maintainability issues (D) are generally inferred from code structure metrics (complexity, duplication), change frequency, or effort trends, not from pass/fail distributions across runs. Therefore, the most likely issue identified by analyzing such a histogram is unstable automated test cases.

NEW QUESTION # 23
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