Master Thesis: Understanding quality aspects of cloud gaming and remote controlled vehicles

Ericsson

Luleå kommun

On-site

SEK 268,000 - 357,000

Full time

5 days ago
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Job summary

Ericsson is offering a thesis opportunity focused on real-time video services, exploring quality assessment for cloud gaming and remote driving. You will investigate AI-based video understanding models, implement analysis tools, and identify key metrics affecting user experience. Collaborative teamwork and strong research skills are essential to success.

The role emphasizes hands-on experiments, methodological rigor, and contributing to publishable findings within Ericsson's research culture.

Qualifications

  • Pursuing an MSc in a related field with strong academic record.
  • Genuine interest in video quality and research methods.
  • Solid knowledge of programming, preferably Python, and mathematical reasoning.

Responsibilities

  • Investigate state-of-the-art AI-based video understanding models and remote-control systems.
  • Implement novel video analysis tools and quality metrics.
  • Identify which video metrics are most important for cloud gaming and remote‑driving services.
  • Conduct subjective user tests to validate the proposed methods and findings.
  • Analyse the results and draw conclusions about video quality and user experience.

Skills

Python programming
Analytical skills
Strong mathematical skills
Research methodology
Computer vision / video streaming / M.
Algorithm development, experimentation
Team collaboration

Education

MSc in Computer Science, Electrical Engineering, Engineering Physics, or related field

Job description

About The Opportunity

Real-time video services, such as cloud gaming and remote driving, are becoming increasingly popular. Ensuring high video quality is essential for delivering a positive user experience. Video quality in interactive services depends on factors such as resolution, frame rate, latency, and compression artefacts. Network variability can significantly affect the quality of experience, and traditional video quality metrics may not fully capture these challenges. This thesis aims to investigate and develop innovative methods for evaluating and measuring video quality in highly interactive services. It will also explore new methods for measuring and modelling the Quality of Experience.

What you will do
  • Investigate state-of-the‑art AI-based video understanding models and remote-control systems.
  • Implement novel video analysis tools and quality metrics.
  • Identify which video metrics are most important for the success of cloud gaming and remote‑driving services.
  • Conduct subjective user tests to validate the proposed methods and findings.
  • Analyse the results and draw conclusions about video quality and user experience.
The skills you bring
  • Enjoy working closely with colleagues and collaborating towards common goals.
  • Have strong analytical skills and an interest in developing innovative solutions.
  • Have a sound understanding of research methodology and good research practices.
  • Have knowledge of computer vision, video streaming, or media coding.
  • Are interested in algorithm development, experimentation, and testing.
  • Have strong programming skills, preferably in Python.
  • Have excellent mathematical skills.
  • Are pursuing an MSc in Computer Science, Electrical Engineering, Engineering Physics, or a related field.
Why join Ericsson?

At Ericsson, you´ll have an outstanding opportunity. The chance to use your skills and imagination to push the boundaries of what´s possible. To build solutions never seen before to some of the world’s toughest problems. You´ll be challenged, but you won’t be alone. You´ll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next.

What happens once you apply?

Encouraging a diverse and inclusive organization is core to our values at Ericsson, that's why we champion it in everything we do. We truly believe that by collaborating with people with different experiences we drive innovation, which is essential for our future growth. We encourage people from all backgrounds to apply and realize their full potential as part of our Ericsson team. Ericsson is proud to be an Equal Opportunity Employer. learn more.

Primary country and city:

Sweden (SE) || Luleå

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