Master Thesis – AI-Powered Test Automation for Modern Software Development

Hej Master thesis student 

Do you want to furnish the future to make room for everyone 

Quality assurance is evolving rapidly with the introduction of AI and Large Language Models (LLMs). Today most automated tests still require humans to define test scenarios write test cases and maintain test suites. But what if AI could explore applications independently generate meaningful test cases and identify quality risks on its own 

In this thesis you will investigate how AI can enhance software testing by autonomously discovering test scenarios or generating test cases directly from requirements. 

Your new assignment 

You will explore how LLMs can be used to automate and improve software testing through one of two research tracks: 

• Autonomous test agents that explore web applications identify user flows and generate Playwright test cases based on observed behavior. 

• AI-driven test generation that transforms user stories and acceptance criteria into executable Playwright tests. 

The thesis may include: 

• Designing and developing an AI-powered testing framework or prototype 

• Evaluating the use of LLMs for test creation and validation 

• Investigating challenges such as hallucinations assertion quality and test coverage 

• Exploring how browser context DOM structures or API specifications can improve generated tests 

• Measuring the effectiveness of AI-generated tests against manually created alternatives 

The deliverables are: 

• A prototype framework for AI-assisted test generation or autonomous testing 

• An evaluation of test quality coverage and defect detection capabilities 

• Recommendations for applying AI in quality assurance and software testing 

• An end report written in English 

What wed like you to bring to the table 

We think that you: 

• Are currently pursuing a Masters degree in Computer Science Software Engineering Artificial Intelligence Data Science or a related field 

• Have an interest in software quality test automation and AI-powered development tools 

• Are curious about Large Language Models and emerging software engineering practices 

• Enjoy experimenting building prototypes and evaluating their effectiveness 

• Are fluent in English 

• Experience with JavaScript/TypeScript Playwright web applications or AI/ML is considered a plus. 

More information 

Inter IKEA Group is the group of companies that connects IKEA franchisees with range development and suppliers and aligns the overall IKEA strategic direction. Every day we strive to develop produce and sell products and services that are affordable and accessible to everyone. With us you contribute to building a democratic brand and workplace that has a positive impact on both the planet and peoples lives. 

This assignment belongs to IKEA of Sweden Technology. The work can be carried out in a hybrid setup with opportunities to collaborate with colleagues in Malmö. 

Please note: To apply for this thesis assignment you have to be enrolled in a thesis course at university level at a Swedish university. 

We welcome your application 

Get ready to assemble something new! We look forward to receiving your application by 9th of November. Please submit both your CV and motivation letter in English. 

In your motivation letter wed love to hear: 

• Why this thesis topic interests you 

• How your studies and experience relate to software testing AI automation or software engineering 

In case you are two students wishing to write this thesis together we ask you to please submit one application each and clearly state the other persons name and your wish to collaborate. 

At IKEA we are looking for people who believe everyone deserves a seat at the table. Youre welcome no matter where you come from what you believe or what you look like. We dont even care how you have furnished your home. Were interested in you simply because youre you. We believe that peoples different perspectives backgrounds and personalities make us better at understanding our customers dreams and needs. 

If you have a special need that requires accommodation in the recruitment process just let us know. 

For any questions about the role please contact the supervisor . If you have any questions regarding the recruitment process please contact the recruiter . Please note that we do not accept applications via email. Applications sent to these email addresses will be deleted in accordance with GDPR requirements. Please submit your application through the job ad page. 

We look forward to hearing from you!

Remote Work :

No

Employment Type :

Full-time