Certified Tester AI Testing (CT-AI) v1.0
The ISTQB AI Testing (CT-AI) certification extends understanding of artificial intelligence and/or deep (machine) learning, most specifically testing AI-based systems and using AI in testing.
The following image demonstrates the contents of the AI Testing syllabus which is part of the ISTQB Specialist stream:
Individuals who hold the ISTQB® Certified Tester- AI Testing certification should be able to accomplish the following business outcomes:
- Understand the current state and expected trends of AI.
- Experience the implementation and testing of a ML model and recognize where testers can best influence its quality.
- Understand the challenges associated with testing AI-Based systems, such as their self-learning capabilities, bias, ethics, complexity, non-determinism, transparency and explainability.
- Contribute to the test strategy for an AI-Based system.
- Design and execute test cases for AI-based systems.
- Recognize the special requirements for the test infrastructure to support the testing of AI-based systems.
- Understand how AI can be used to support software testing.
The Certified Tester AI Testing certification is aimed at anyone involved in testing AI-based systems and/or AI for testing. This includes people in roles such as testers, test analysts, data analysts, test engineers, test consultants, test managers, user acceptance testers, and software developers. This certification is also appropriate for anyone who wants a basic understanding of testing AI-based systems and/or AI for testing, such as project managers, quality managers, software development managers, business analysts, operations team members, IT directors, and management consultants.
To gain this certification, candidates must hold the Certified Tester Foundation Level certificate.
To gain this certification, candidates must hold the Certified Tester Foundation Level certificate.
| Key | Value |
|---|---|
No. of Questions: | 40 |
Total Points | 47 |
Passing Score: | 31 |
Exam Length (mins): | 60 (+25% Non- Native Language) |
CTFL
The other AI relates syllabi from A4Q, AiU and CSTQB/KSTQB will be valid to October 12th 2022
Accredited courses require accreditation of training materials, as described in the ISTQB® Accreditation Process
Holders of the A4Q, AiU and KSTQB & CSTQB AIT previous versions continue to hold a valid certification
Training is available from Accredited Training Providers (classroom, virtual, and e-learning). We highly recommend attending accredited training as it ensures that an ISTQB® Member Board has assessed the materials for relevance and consistency against the syllabus.
Self-study, using the syllabus and recommended reading material, is also an option when preparing for the exam.
Holders of this certification may choose to proceed to other Core, Agile, or Specialist stream certifications.
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Certified Tester Test Automation Strategy (CT-TAS)
The Certified Tester Test Automation Strategy Specialist qualification is aimed at anyone involved in software testing and test automation. The syllabus presents multiple factors that come into play when planning for test automation within an organization. The Test Automation Strategy syllabus addresses test automation needs beyond those that are technical tool implementation and integration challenges. A strategic view of test automation provides a vision of implementation across projects within an organization in a systematic and consistent manner that ultimately can demonstrate value to the organization.
Certified Tester Game Testing (CT-GaMe)
The ISTQB Game Testing certification focusses on the understanding and skills needed to perform and manage testing on all levels in game projects. It covers the basic concepts of video and game testing as well as how to determine risks and goals for gaming software. It includes conceptually designing, implementing and executing game software tests, approaches to games testing (Game Testing Mechanics, Sound Testing, Graphics Testing and Localization) and recognizing games testing tools.
Certified Tester Performance Testing (CT-PT)
The ISTQB Performance Testing (CT-PT) certification provides knowledge of the principal aspects of performance testing, including technical aspects, method-based aspects, and organizational aspects. Specifically pertaining to performance testing, it covers areas such as basic concepts, measurements, activities, tasks, and tools.
Certified Tester Automotive Software Tester (CT-AuT)
The ISTQB Certified Tester Automotive Software Tester (CT-AuT) certification focuses on the specific requirements for 'testing E/E systems' in the automotive environment on the basis of established standards (Automotive SPICE, ISO 26262, AUTOSAR, etc.). It also covers testing in virtual environments (including XiL), and automotive-specific static and dynamic test techniques.
Certified Tester Acceptance Testing (CT-AcT)
The ISTQB Acceptance Testing (CT-AcT) certification focuses on the concepts, methods, and practices of collaboration between product owners/business analysts and testers in acceptance testing. It covers user acceptance testing (UAT), contractual and regulatory acceptance testing, as well as alpha and beta testing.
Certified Tester Usability Testing (CT-UT)
The ISTQB Certified Tester Usability Tester (CT-UT) focuses on usability testing methods and approaches. It covers set up procedures from a usability, user experience, and accessibility, as well as relevant standards and risks.
Certified Tester Gambling Industry Tester (CT-GT)
The ISTQB Gambling Industry Tester (CT-GT) certification covers the key concepts in the gambling industry, the gambling industry ecosystem, and the different test types common to the gambling industry. It includes aspects such as gambling industry compliance testing, fun factor or player perspective testing, math testing, audio testing, multiplayer testing, and interoperability testing.
Certified Tester Mobile Application Testing (CT-MAT)
The ISTQB Mobile Application Testing (CT-MAT) certification provides an insight into methods, techniques, and tools a professional may use to test mobile applications. It covers the required mobile project activities, roles, methods, and methodologies.
Certified Tester Security Tester (CT-SEC)
The ISTQB Security Tester (CT-SEC) certification focuses on planning, performing, and evaluating security tests from multiple perspectives including risk, requirements, vulnerability, and human factors. It also covers security testing tools and standards.
Certified Tester Model-Based Tester (CT-MBT)
The ISTQB Model-Based Testing (CT-MBT) certification focuses on an advanced test approach of using models for testing. It extends and supports classic test design techniques such as equivalence partitioning, boundary value analysis, decision table testing, state transition testing, and use case testing. It is an innovative approach to improve effectivity and efficiency of the test process.
Certified Tester – Testing with Generative AI (CT-GenAI)
The updated of the ISTQB® Certified Tester – Testing with Generative AI (CT-GenAI) syllabus builds upon the strong foundation established in version 1.0, further enhancing its practical relevance to today’s rapidly evolving AI-driven testing landscape. Expanding on the original concepts, the updated syllabus provides testing and quality-engineering professionals with a more comprehensive and market-aligned learning path for effectively applying Large Language Models (LLMs) and Generative AI techniques across the entire testing lifecycle — from requirements analysis and test design to automation, reporting, and continuous improvement. The enhanced syllabus places greater emphasis on real-world industry applications, advanced prompt-engineering practices, and emerging AI-assisted testing use cases that reflect current market demands. In addition to strengthening core GenAI fundamentals, version 1.1 equips testers with practical strategies for responsible AI adoption, including the management of risks such as hallucinations, bias, security, privacy, and environmental impact.
Certified Tester AI Testing (CT-AI) Version 2.0
The ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification focuses on testing AI-based systems, including machine learning systems and generative AI systems such as large language models. It provides the knowledge required to design and execute tests for AI-based systems, addressing their specific characteristics, including probabilistic behavior, non-determinism, and reliance on data. It also introduces AI-specific quality characteristics relevant to testing AI-based systems. The syllabus follows a lifecycle-based approach, including input data testing, model testing, and ML development testing, together with relevant test approaches for modern AI-based systems.
The Indian Testing Board (ITB) is the International Software Testing Qualifications Board (ISTQB)- approved national board for India. ITB is responsible for the "ISTQB-Certified-Tester" Certification in India.
Version 1.1.0
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