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ISQI CTAL-TAE Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Implementation and Deployment Strategies	12%	- Deployment and execution strategies - Integration with CI/CD pipelines - Pilot projects and rollout
Topic 2: Preparation for Test Automation	14%	- Cost-benefit analysis - Evaluation and selection of tools - Assessing suitability for automation
Topic 3: Implementing Test Automation	11%	- Testware development and maintenance - Development standards and practices - Handling data and interfaces
Topic 4: Reporting and Metrics	12%	- Reporting formats and stakeholders - Metrics for effectiveness and efficiency - Data collection and analysis
Topic 5: Continuous Improvement	19%	- Optimization and maintenance - Evolving with technology and processes - Monitoring and feedback loops
Topic 6: Verification of Test Automation Solution	12%	- Reliability and performance checks - Verifying functionality and quality - Infrastructure validation
Topic 7: Test Automation Architecture	15%	- Infrastructure and environment setup - Frameworks and design patterns - Architecture concepts and layers
Topic 8: Introduction and Objectives for Test Automation	5%	- Purpose and benefits of test automation - Roles and responsibilities - Test automation in software development lifecycle

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ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering Sample Questions (Q14-Q19):

NEW QUESTION # 14
An automated test case that should always pass sometimes passes and sometimes fails intermittently (non- deterministic behavior) when executed in the same test environment, even if no code (i.e., SUT code or the test automation code) has been changed. Which of the following statements about the root cause of this non- deterministic behavior is TRUE?

A. The specified root cause must be in the instability of the test environment, since no code has been changed
B. Determining the specified root cause is certainly easier than if the automated test always fails (deterministic behavior)
C. The specified root cause is a race condition that can be identified by also analyzing the log files of the test case, the SUT, and the TAF
D. Determining the specified root cause may require, in addition to the TAE, the support of others such as developers and system engineers

Answer: D

Explanation:
TAE treats non-deterministic (flaky) test behavior as a symptom that can originate from multiple sources:
timing and synchronization issues, race conditions, concurrency, environmental variability (resource contention, network latency), unstable test data, third-party dependencies, or hidden state leakage between tests. Because these causes often span boundaries-application code, infrastructure, deployment configuration, test tooling, and data pipelines-finding the true root cause frequently requires collaboration beyond the TAE role. Developers may need to inspect application logs, thread behavior, and recent architectural assumptions; system engineers may need to analyze resource saturation, container orchestration events, network anomalies, or environment drift. Option A is too specific and assertive: the root cause is not necessarily a race condition, and logs may not be sufficient to identify it. Option C is incorrect because no code change does not imply the environment is the only cause; flaky behavior can stem from hidden nondeterminism in the system or tests that is always present but only sometimes triggers. Option D is also incorrect; intermittent failures are often harder to diagnose than consistent deterministic failures because evidence is less reproducible. Therefore, the true statement is that determining the root cause may require support from developers and system engineers in addition to the TAE.

NEW QUESTION # 15
Consider a TAS associated to dynamically changing software frequent releases. Your goal is todetermine the amount of effort required to maintain the automated tests of the regression test suite for each new release of the SUT.
What is the MOST important metric to collect to achieve your goal?

A. The number ofautomated tests requiring maintenance, for each new release of the SUT.
B. The code coverage achieved with the automated tests,for each new release of the SUT
C. The time it takes to execute all the automated tests, for each new release of the SUT.
D. The number of automated tests which fail because of a single software defect, for each new release of the SUT

Answer: D

NEW QUESTION # 16
Which of the following statement about the implementation of automated regression testing is FALSE?

A. When automating regression tests, consideration should be given to how much time would be saved by automation
B. When automating regression tests, the structure of automated tests must always be the same as the corresponding manual tests
C. When automating regression tests, the corresponding manual tests should have already been executed to verify they operate correctly
D. When automating regression tests, the initialization steps set the test preconditions should be automated wherever possible

Answer: A

NEW QUESTION # 17
Which of the following statement about the implementation of automated regression testing is FALSE?

A. When automating regression tests, theinitialization steps set the test preconditions should be automated wherever possible
B. When automating regression tests, consideration should be given to how much time would be saved by automation
C. When automating regression tests, the structure of automated tests mustalways be the same as the corresponding manual tests
D. When automating regression tests, the corresponding manual tests should have already been executed to verify they operate correctly

Answer: B

NEW QUESTION # 18
Consider a TAS that uses a keyword-driven framework. The SUT is a web application and there is a large set of keywords available for writing the automated tests that relate to highly specific user actions linked directly to the GUI of the SUT. The automated test written with the keywords are statically analyzed by a custom tool which highlight's repeated instances of identical sequence of keywords. The waiting mechanism implemented by the TAS for a webpage load is based on a synchronous sampling within a given timeout. The TAS allows checking a webpage load every seconds until a timeout value

A. Establishing an error recovery process for TAS and SUT
B. Implementing keywords with a higher level of granularity
C. Changing the wait mechanism to explicit hard-coded waits
D. Changing the scripting approach to data-driven scripting

Answer: C

NEW QUESTION # 19
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