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Thesis Work - Estimating Connectivity Quality of Experience through Machine Learning i Göteborg

The best place to work in the Global Automotive Industry. Join us on this exciting journey into the future, we want to hear from you!

Om tjänsten

Thesis Worker at Volvo Cars

Welcome to explore the world of Volvo Cars by writing your thesis with us! As a thesis worker in our organization you are supported by a supervisor who follows you during your project. All thesis projects are arranged in business critical areas and therefore you will be able to contribute to our company purpose – providing freedom to move in a safe, sustainable and personal way – from day one! 

 

 

Background

Volvo car drivers and passengers can since 2021 enjoy an enhanced connected experience trough the introduction of the Google Automotive Services (Maps, Play Store and Assistance). In order for these services, and other Volvo telematic services, to provide an excellent user experience the underlying connectivity for data needs to fulfill the defined Key Performance Indicators (KPIs). These KPIs in combination will help us to determine the expected quality of experience.

Scope

The project aims to answer the question: how can machine learning algorithm be applied to a multi source of non static data set and measurements to determine if the needed connectivity Quality Of Experience is fulfilled.

The objectives are to investigate which machine learning algorithms can be utilized, evaluate which machine learning algorithms (commercially or open source) that can be applied, develop a proof of concept and finally to advice on the way forward.

 

Do you fit the profile

The project is suitable for You that study a Master program in Computer Science, or equivalent, and are eager to apply your already existing interest in Machine Leaning and Big Data to a real challenge.

The thesis work will include various fields such as analysis, documentation, programming and cloud technologies.

As an extra challenge we expect You to apply agile methods and demonstrate value on cadence.

As we expect You to frequently engage with the affected product teams in Volvo Cars a combination of work in Volvo Cars office based in Lindholmen Gothenburg and possibility to work from anywhere will be appropriate.

 

Duration

  • The work will start in January/February 2022,  to be discussed
  • The duration for this thesis work is 20 weeks.
  • 30 ECTS (academic credits) if in agreement with your Thesis Advisor in University
  • This thesis is to be conducted by 2 Students working in pair.

 

How to learn more and apply
Selection will be ongoing during the application period, so do not hesitate to send in your application. Attach your Cv and personal letter stating your interests within the given area and your thoughts and credentials.

 

 Apply as soon as possible but no later than 2021-10-31

 Please note that applications via email will not be accepted due to GDPR.

 

For questions about the thesis work please contact, Manager Simon Gunnarsson at simon.gunnarsson@volvocars.com  

 

Who are we?

Everything we do starts with people. Our purpose is to provide freedom to move, in a personal, sustainable and safe way. We are committed to simplifying our customers’ lives by offering better technology solutions that improve their impact on the world and bringing the most advanced mobility innovations to protect them, their loved ones and the people around them. 


Volvo Cars’ continued success is the result of a collaborative, diverse, and inclusive working environment. The people of Volvo Cars are committed to making a difference in our world. Today, we are one of the most well-known and respected car brands, with over 40,000 employees across the globe. We believe in bringing out the best in each other and harnessing the true power of people. At Volvo Cars your career is designed around your talents and aspirations so you can reach your full potential. Join us on a journey of a lifetime as we create safety, autonomous driving and electrification technologies of tomorrow.

Publicerad den

28-02-2024

Extra information

Status
Stängd
Ort
Göteborg
Typ av kontrakt
Heltidsjobb (erfaren)
Typ av jobb
IT
Körkort önskas
Nej
Tillgång till bil önskas
Nej
Personligt brev krävs
Nej

Göteborg | IT | Heltidsjobb (erfaren)