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ISQI CTAL-TAE Exam Syllabus Topics:

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

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ISQI ISTQB Certified Tester Advanced Level, Test Automation Engineering 認定 CTAL-TAE 試験問題 (Q76-Q81):

質問 # 76
Which of the following statements about the relationship between TAA, TAS and TAF is true?

A. A TAF can be used to implement a TAA, which is an implementation of a TAS
B. A TAS can be used to implement a TAA, which is an implementation of a TAF
C. A TAF can be used to implement a TAS, which is an implementation of a TAA
D. A TAS can be used to implement a TAF, which is an implementation of a TAA

正解：C

解説：
In TAE terminology, the Test Automation Architecture (TAA) is the conceptual, high-level blueprint that describes how automation will be structured, what layers exist, how components interact, and how the automation connects to the SUT and supporting systems. The Test Automation Solution (TAS) is the concrete realization of that architecture in a specific context-tools, infrastructure, pipelines, conventions, and components assembled to deliver automated testing capability. The Test Automation Framework (TAF) is a structured set of reusable libraries, guidelines, and mechanisms that supports efficient development, execution, reporting, and maintenance of automated tests; it is commonly a key part used to build the TAS.
TAE documents commonly present this relationship as: TAA (design) # implemented as TAS (solution) # constructed using one or more TAFs (framework elements) plus tools and environment components. Options B, C, and D invert these relationships and misrepresent the concept that architecture is implemented by a solution, not the other way around. Therefore, the statement that a TAF can be used to implement a TAS, which is an implementation of a TAA, is the correct relationship.

質問 # 77
Which of the following attributes should NOT be included in a test execution report associated with a suite of automated tests?

A. Environment in which the tests have been executed
B. Summary of the test execution results
C. Defect clusters identified during test execution
D. System/Application under test and its version

正解：B

質問 # 78
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. It is generally more difficult to automate test cases for a new feature as the development has not yet started
B. The test automation engineer should work with the business analysts to ensure the new feature is testable
C. Automated tests are not affected by the introduction of a new feature and running them against the new SUT is a waste of effort
D. The introduction of a new feature could require updates or additions to the testware components

正解：C

質問 # 79
You have agreed with your organization's managers to conduct a pilot project to introduce test automation.
Managers' expectations about the benefits of automation are too optimistic. Which of the following is LEAST relevant when deciding the scope of the pilot project's objectives?

A. Evaluate the potential cost savings and benefits (e.g., faster test execution, better test coverage) of using automated testing versus manual testing
B. Evaluate the knowledge and skills of people who will be involved in automating test cases for applicable test automation frameworks and technologies
C. Evaluate the suitability of different test automation tools based on the technology stack used by the applications for which the automated tests will be developed
D. Evaluate the performance of an organization's network infrastructure in terms of factors such as availability, bandwidth, latency, packet loss, and jitter

正解：D

解説：
TAE positions pilot projects as a controlled way to validate feasibility, calibrate expectations, and reduce adoption risk. Pilot objectives typically include assessing tool fit (technical compatibility, integration, reporting, maintainability), estimating realistic benefits and costs (execution speed, regression efficiency, coverage improvements, maintenance overhead), and assessing team readiness (skills, training needs, required roles). Those align directly with options A, B, and C. Network performance characteristics can matter for distributed test execution or remote environments, but evaluating enterprise network infrastructure at a deep level (availability, jitter, packet loss) is generally not a primary objective for a test automation pilot- especially when the central concern is overly optimistic expectations about automation benefits. A pilot should focus on demonstrating what can be automated, at what cost, with what stability and maintainability, and what process changes are needed. Infrastructure constraints may be observed as risks during the pilot, but a full network performance evaluation is more characteristic of IT operations or performance engineering initiatives, not a test automation introduction pilot scope. Therefore, option D is the least relevant when defining the pilot's objectives in a TAE-aligned approach.

質問 # 80
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 may require, in addition to the TAE, the support of others such as developers and system engineers
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 is certainly easier than if the automated test always fails (deterministic behavior)

正解：B

解説：
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.

質問 # 81
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