Six roles form the career path this course opens up: AI Test Engineer, LLM QA Engineer,
Prompt/RAG Tester, Automation Tester (AI-focused), AI Agent QA Specialist and AI Security
Tester. Every one of them entails verifying AI systems for accuracy, reliability and security,
though each focuses on a different set of AI components and tools.
| Role |
Core Tools |
| AI Test Engineer |
Python, RAGAS, LangSmith, Playwright |
| LLM QA Engineer |
ChatGPT, Gemini, Claude, Python |
| Prompt/RAG Tester |
RAGAS, LangChain, Vector DBs |
| Automation Tester (AI-focused) |
Playwright, Selenium, Postman, MCP |
| AI Agent QA Specialist |
LangChain, MCP, Python |
| AI Security Tester |
Python, Postman, adversarial testing tools |
In practice, graduates usually begin as an AI Test Engineer, LLM QA Engineer or AI-focused
Automation Tester, and transition into the remaining roles after two to four years as they gain
domain knowledge in a particular AI component or testing discipline.