Master Thesis - Developing a Large Language Model Chat Assistant for Diagnostic Data Analysis

Job Description

Category

AI, data science, software engineering

Scope

30 hp

Background & Goal

The rapid growth of connected devices has led to an explosion of data, offering unprecedented opportunities for data-driven decision-making. Within Axis Communications, the Diagnostics & Data Management team has developed a robust data platform to collect and process anonymised device diagnostic data from consenting users and customers. However, unlocking the full potential of this data requires innovative tools and support for R&D engineers. Currently, engineers struggle to get started with data analysis due to the need for specialized skills in data cleaning, transformation, and visualization. To bridge this gap, we propose developing a Large Language Model (LLM) chat assistant that provides an intuitive interface for engineers to access and explore the data. By leveraging existing pre-trained LLMs and domain-specific data, our goal is to facilitate faster adoption and more efficient use of the data platform.

Who are you?

We're seeking two talented master's students with a passion for AI, data science, and software engineering to join us on-site in Lund. As you'll be working closely with our team, we require applicants to live within commuting distance. Proficiency in programming languages such as Python or MATLAB is essential, preferably with experience in data science and machine learning applications. Familiarity with Large Language Models is a significant advantage. We're looking for individuals who are creative, independent thinkers with a strong problem-solving mindset. In return, you'll gain hands-on experience with cutting-edge technologies and collaborate with a dynamic team dedicated to innovation.

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!

Damir Basic Knezevic, damir.basic.knezevic@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 4500 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.

Listen to Get To Know Axis – Podcast