ISTQB® Certified Tester AI Testing (CT-AI) v2.0
The ISTQB® Certified Tester AI Testing (CT-AI) v2.0 course equips testers, test analysts, and data professionals with the skills to validate AI-based systems, solving the critical challenge of ensuring reliability in non-deterministic, data-driven applications. Designed for those who hold the CTFL certification, it addresses industry demand—AI tester roles command salaries up to $170,000+ in the US, with a 5–15% premium over non-specialists.
This course prepares you for the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification using official vendor-authorized courseware. Gain hands-on experience in testing generative AI and machine learning models, positioning you for advanced roles in high-trust sectors like healthcare, finance, and autonomous systems.
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The ISTQB® Certified Tester AI Testing (CT-AI) v2.0 is a specialized certification designed for professionals involved in testing AI-based systems, including testers, test analysts, test engineers, data scientists, and software developers. It prepares candidates for the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification exam, which validates expertise in assessing machine learning models, neural networks, and generative AI systems. With AI adoption accelerating—73% of enterprises now deploying AI solutions according to Gartner—this certification addresses the growing need for skilled professionals who can ensure the reliability, fairness, and performance of AI systems across industries such as healthcare, finance, and autonomous technologies.
This course emphasizes hands-on learning through practical exercises using industry-standard tools and platforms, including Python, Jupyter Notebooks, scikit-learn, TensorFlow, and Google Colab. Students engage in real-world labs focused on data preparation, bias detection, model evaluation, and adversarial testing, simulating environments used by leading AI development teams. A key project involves conducting metamorphic testing on a machine learning model where traditional test oracles are insufficient, allowing learners to validate outputs under transformed inputs—a critical skill for testing non-deterministic AI behaviors within a cloud-based lab environment.
The ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification is internationally recognized and aligns with ISO/IEC 25059 standards for AI quality characteristics, making it a valuable credential for advancing in AI-focused quality assurance roles. Certified professionals can expect competitive salaries, with AI testers in the U.S. earning between $90,000 and $170,000+ annually, reflecting a significant premium over traditional QA roles. Koenig Solutions supports learners with official courseware, 1-on-1 mentoring, and a Guaranteed-to-Run schedule, ensuring flexible access to training. Earning this certification positions professionals to lead AI testing initiatives, contribute to robust ML system validation, and drive quality in next-generation intelligent systems.
What You'll Learn
Skills You'll Gain
Prerequisites
- ISTQB® Certified Tester Foundation Level (CTFL) certification is recommended for those pursuing the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 course. This foundational certification provides essential testing knowledge that supports advanced AI testing skills.
- A basic understanding of the software development lifecycle (SDLC) and testing phases is essential. This knowledge helps learners grasp how AI testing integrates into overall software quality assurance processes.
- Familiarity with test design techniques such as equivalence partitioning and boundary value analysis is important. These skills enable effective test case creation for AI applications.
- Working knowledge of test management concepts including test planning, execution, and reporting is necessary. This ensures learners can manage AI testing projects efficiently.
- Understanding fundamental AI and machine learning concepts—such as supervised and unsupervised learning, model training, and inference—is crucial. These concepts form the core of AI testing methodologies covered in the course.
- Experience with data handling and quality assessment in software testing contexts is valuable. This expertise helps in evaluating AI model data and ensuring reliable AI system performance.
Certification Exam
Everything you need to know about the (CT-AI) v2.0 certification exam
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of (CT-AI) v2.0 certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the (CT-AI) v2.0 certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Test Engineer
- Machine Learning Quality Assurance Engineer
- AI Testing Specialist
- Test Analyst (AI Systems)
- QA Engineer (ML/AI)
- Test Automation Engineer (AI Systems)
Companies Hiring
and 5,000+ organizations worldwide seeking (CT-AI) v2.0 certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
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★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
-
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified
-
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the (CT-AI) v2.0 training course
Is the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification exam included in Koenig's training fee, and what is the cost if separate?
What training formats does Koenig offer for the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 course, and do they guarantee the session will run?
How long is lab access provided for the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 course, and what type of environment is used?
What is Koenig's rescheduling and cancellation policy for the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 course?
What is the format, duration, and passing score of the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 exam?
How long is the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification valid, and what is the renewal process?
What post-training support does Koenig provide after completing the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 course?
What are the prerequisites for taking the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification?
What career opportunities and salary ranges are associated with the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification?
What are the benefits of instructor-led training over self-study for the ISTQB® Certified Tester AI Testing (CT-AI) v2.0 certification?
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Chat with a Training Advisor →What's Next After (CT-AI) v2.0
Continue your learning journey after (CT-AI) v2.0
Happiness Guarantee
We are so confident in the quality of our training that we offer a full money-back guarantee. Not satisfied? Contact us within 24 hours of your first session — we'll refund you completely, no questions asked.
