# Emergence of new QA AI Specializations?

**URL:** <https://club.ministryoftesting.com/t/emergence-of-new-qa-ai-specializations/84620>\
**Category:** Discussions\
**Tags:** career-development, roles, ai\
**Created:** [8 May 2025 09:06 UTC](https://club.ministryoftesting.com/t/emergence-of-new-qa-ai-specializations/84620 "2025-05-08T09:06:45Z")\
**Posts on this page:** 1\
**Showing post:** 7

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**Author:** ![mariem\_safi](https://sea2.discourse-cdn.com/flex020/user_avatar/club.ministryoftesting.com/mariem_safi/32/13774_2.png) [@mariem\_safi](https://club.ministryoftesting.com/u/mariem_safi)\
**Post date:** [9 June 2025 09:43 UTC](https://club.ministryoftesting.com/t/emergence-of-new-qa-ai-specializations/84620/7 "2025-06-09T09:43:44Z")

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After a little bit of reaserch ,  
Here are real examples of emerging roles I found in today’s market:

- AI Tester (TTC)
- AI Automation Quality Engineer - Assistant Manager (Deloitte)
- AI QA Tester (ADV Techminds)
- Director, AI/ML Penetration Testing (NetSPI)
- AI/ML Test Engineer (Aveva)
- QA Engineer - Generative AI, Support Apps (Apple)

Here are some key responsibilities that I summarised from these roles:

- Test Planning & Strategy – Define and execute test plans for functional, performance, and AI/ML-specific validations in collaboration with stakeholders.
- Automation Development – Build and maintain test automation frameworks and CI/CD integrations using Playwright, Selenium, Python, and GenAI technologies.
- AI/ML Model Validation – Test AI/ML models for accuracy, fairness, robustness, and bias; ensure quality of training data and model outputs.
- Performance, Security & Compliance – Conduct load, stress, security, and compliance testing, ensuring adherence to standards like GDPR and CCPA.
- Documentation & Reporting – Maintain detailed test documentation, defect logs, and reports to support audits and feedback cycles.
- Continuous Improvement & Learning: Stay up-to-date with emerging trends in AI/ML testing, automation tools, and QA best practice

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