Last Updated: Aug 11, 2026
No. of Questions: 42 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| Introduction and Objectives for Test Automation | 5% | - Test automation in software development lifecycle models - Roles and responsibilities of a Test Automation Engineer - Purpose, benefits and limitations of test automation |
| Continuous Improvement | 19% | - Refactoring and optimizing automation - Adapting to new technologies and requirements - Streamlining and maintaining test assets - Upgrading tools and frameworks |
| Implementation and Deployment Strategies | 12% | - Test execution strategies and environment management - Test data management approaches - Configuration management and version control - Integration with CI/CD pipelines |
| Preparing for Test Automation | 14% | - Cost, effort and ROI analysis - Evaluating and selecting test tools - Assessing system testability and architecture - Identifying automation opportunities and constraints |
| Reporting and Metrics | 12% | - Visualization and dashboards - Collecting and analyzing data - Defining relevant automation metrics - Reporting to stakeholders |
| Verifying the Test Automation Solution | 12% | - Validating test suite correctness - Assessing quality and reliability of automation - Verifying automation code and infrastructure |
| Test Automation Architecture | 15% | - Design principles and patterns for automation - Generic Test Automation Architecture (gTAA) - Layered frameworks and separation of concerns - Interoperability and integration concepts |
| Implementing Test Automation | 11% | - Developing and maintaining automation components - Handling synchronization, stability and reliability - Planning and running pilot projects - Managing technical debt |
1. 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) Outliers in test execution times
C) Maintainability issues in automated test cases
D) Unstable automated test cases
2. Which of the following statements about a test progress report produced for an automated test suite is TRUE?
A) The content of the test progress report should not be affected by the stakeholders to whom the report is intended
B) The test progress report should indicate the test environment in which the tests were performed
C) The test progress report should indicate, for each test in the suite, the timestamps related to the test steps
D) The test progress report should indicate, for each test in the suite, the start and end timestamps of the test
3. An API's response to a request made to the corresponding endpoint should return some specific data about a payment transaction in JSON format. In particular, your goal is to write the test automation code, keeping it as short as possible, aimed at determining whether that response includes certain properties (transaction_id, amount, status, timestamp) with the data types and formats expected. Assuming that the TAF provides all the necessary support to validate the specified API response, how would you BEST achieve your goal?
A) Specify the schema for the expected response data (properties, data types, and formats) and validate the actual response data against this schema
B) Write a single assertion for each property to check whether the data types and formats for that property are as expected in the actual response
C) Use an artificial intelligence algorithm based on machine learning and image recognition to implement a self-healing capability
D) Write custom code that parses the actual response data and checks whether the extracted properties, data types, and formats are as expected
4. Which of the following layers within the TAA contains technology-specific implementations that enable automated tests to have the execution of their logical actions result in actual interaction with the appropriate interfaces of the SUT?
A) Test definition layer
B) Test generation layer
C) Test adaptation layer
D) Test execution layer
5. A TAS is used to run on a test environment a suite of automated regression tests, written at the UI level, on different releases of a web app: all executions complete successfully, always providing correct results (i.e., producing neither false positives nor false negatives). The tests, all independent of each other, consist of executable test scripts based on the flow model pattern which has been implemented in a three-layer TAF (test scripts, business logic, core libraries) by expanding the page object model via the facade pattern. Currently the suite takes too long to run, and the test scripts are considered too long in terms of LOC (Lines of Code).
Which of the following recommendations would you provide for improving the TAS (assuming it is possible to perform all of them)?
A) Split the suite into sub-suites and run each of them concurrently on different test environments
B) Modify the architecture of the SUT to improve its testability and, if necessary, the TAA accordingly
C) Modify the TAF so that test scripts are based on the page object model, rather than the flow model pattern
D) Implement a mechanism to automatically reboot the entire web app in the event of a crash
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: A |
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