Memory Leak Detection in Machine Learning Models

1 month ago


Lund, Skåne, Sweden Axis Communications Full time
Job Description

We are seeking a highly motivated Master's student to work on a thesis project at Axis Communications. The goal of the project is to investigate the use of existing Large Language Models (LLMs) for memory leak detection in our software.

About the Project

The thesis work will focus on the following research questions:

  1. Are there any existing LLM models suitable for this purpose?
  2. How much training an existing model can further improve its abilities to help us discover memory leaks, while keeping false positive alerts to an acceptable minimum?
  3. Can we integrate such an approach in our daily work?
About Us

Axis Communications is a leading company in the field of network video and audio solutions. Our products are used in various industries, including security, surveillance, and communication.

Requirements

We are looking for students with a strong interest in Machine learning and Computer science. Applicants should have a solid background in programming and be familiar with Linux-based systems.

What We Offer

We offer a competitive salary of approximately $45,000 - $55,000 per year, depending on experience and qualifications. In addition, we provide a stimulating work environment, opportunities for professional growth, and a chance to work on a real-world project that can make a significant impact.

How to Apply

To apply for this position, please submit your CV, university transcripts, and a cover letter explaining why you are interested in this project and how you fit the requirements.



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