Master Thesis - Generative AI for analytics in quality assurance (QA) for mobile applications

Job Description

Category

Computer science, Machine learning, Data Analysis

Scope

2 students completing a master thesis, 30 hp.

Background

At the Mobile Applications department, we conduct regular tests of our products to ensure the best possible quality. The scope of the tests is based on the code change and affected areas as well as on a common user behavior that is known from the collected user analytics. Currently, we do not analyze all the gathered data as it is very time consuming. This project aims to create an AI agent to help with some part of analysing our collected data in order to know more about user behaviour.

Goals

• Investigate how an AI agent can help us analyse more of our collected data than we do today. What parts of the process can be replaced and/or improved by an AI agent?
• Create a working AI agent that can help us in our daily work, for example with dashboard creation, or formulating SQL-queries. The purpose of the AI agent is open for discussion and will be aligned for mutual interest.
• Investigate how to further extended the AI agent as an AI agentic framework (if time allows)

Requirements

For this thesis proposal we target students with a strong interest in machine learning. Most likely you are studying Computer science, Data Analysis or Software Engineering. You have to have a good understanding of programming concepts.

OK, I am interested! What do I do now?

You are valuable to us – how nice that you are interested in one of our proposals! There are a few

things for you to keep in mind when applying.

• Applications are accepted in both Swedish and English, and you apply via the proposal advert.
• The announced thesis is open only to students affiliated with a Swedish University/College either directly or via an exchange program.
• When the thesis proposal states that it includes two students working together, we would like you to apply in pairs. In these cases, send one application each but make sure to clearly state in your application who your co-applicant is. If you have any questions regarding this, please do not hesitate to contact us.
• Please attach your CV and University/College grade summary.

Who to contact for any questions regarding the position:

For more information, please reach out to:

Anastasia Kantor, Experienced Engineer: Anastasia.Kantor@axis.com or

Oscar Porenius, Experienced Engineer: Oscar.Porenius@axis.com

Type of Employment

Posting End Date

Certain roles at Axis require background checks, which means applicable verifications will be done in these recruitments. Notice will be provided before we take any action.

About Axis Communications

We enable a smarter, safer world by creating innovative solutions for improving security and business performance. As a network technology company and industry leader, we offer solutions in video surveillance, access control, intercom, and audio systems, enhanced by intelligent analytics applications.

With around 5000 committed employees in over 50 countries, we collaborate with partners worldwide. Together, we thrive in our friendly, open, and collaborative culture and inspire each other to think beyond the expected. United by our commitment to inclusion, diversity, and sustainability, we consistently seek to develop our skills and way of working.

Let´s create a smarter, safer world

For more information about Axis, please visit our website www.axis.com.

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