Job header section
2022 Master Thesis Projects in Machine Learning Software
job navigation section
Software Engineering at Arm
You might not think you know us, but you do. Our software is all over Silicon Valley. In fact, it's right in the palm of your hand. Because the biggest names in tech, from your smartphone brand to the makers of the world's fastest supercomputer look to us for the most powerful advanced core processors.
When you think about what software development can stretch to at Arm, from physical IP to machine learning, you'll wonder why you didn't apply sooner. The real-world applications for our technology are so massive, your work will influence the lives up to 70% of the global population, whether it's through award-winning VR gaming or life-enhancing medical equipment. Here you'll develop a better, connected future.
Learning and Development
We encourage our people to upskill as much as they want with a comprehensive learning and development package which includes technical development, mentoring, internal and external conferences, tech talks, and donut sessions. Whether you want to learn a new programming language, upskill your excel skills or read the latest articles on Microprocessor reporting we are with you to Spark the worlds potential.
We'll always encourage you to take plenty of annual leave, so you stay fresh and inspired. But you know what really does it? When we encourage you to take an extended, paid 4 weeks' sabbatical after 4 years of service.
You're a human being, not a resource. And so it's important to us that we're there for you at significant points in your life. That's why we offer flexible progressive leave. Whether you're having kids, acting as a primary care giver or have lost a loved one, you'll be able to put your family first without worrying about your career.
We create a safe space for you to look after your mental and physical health, with support ranging from medical insurance to the workplace mental health platform Unmind. Alongside a growing number of onsite gyms, yoga, cycling and running clubs. All of which comes with a flexible working policy to ensure you can live life and be your brilliant self.
Are you a student looking for an opportunity to partner with a business to complete your master thesis work? Arm will enable you to put theory into practice through exciting, real-world projects that enrich your personal and technical development as well as enhancing your future career.
A thesis project assignment with Arm is a great way to get first-hand exposure to real engineering work, both software and hardware. You will get insight into the Arm innovations that are part of billions of devices around the world. The type of students that thrive at Arm are the ones that take their love of learning beyond their experience of formal education and develop ideas in their own time. That curiosity and energy is what interests us and is highly valued at Arm.
For a sneak peak of what it’s like to work at Arm Lund, please have a look at the following video:
A big part of Arm’s business in Lund is the development of our NPUs (Neural Processing Unit). In short these are processors designed for executing Machine Learning neural networks on edge devices, such as a smartphone or even smaller. It is still early days for this technology an there is a lot of ground that remains to be explored. This makes it exciting to be a part of and an excellent Master Thesis Project.
Current Project Offerings
Below is a list of our current project offerings within Machine Learning Software.
Project #1: Explore future Tiny Machine Learning (ML) frameworks bit resolution.
Project #2: Explore a streamlined High end IoT AI system architecture.
Project #3: Exploration of lowering framework operations to an NPU via intermediate formats.
Project #4: NPU model in a modern high level synthesis (HLS) flow
Can’t find what you are looking for or do you have your own idea for a project? We would love to hear it! Please send an email to email@example.com with a project proposal. Please provide as much details and information as possible about your proposal.
When applying please indicate which project you are interested in. For projects with two students together, apply as a pair with a single application. Please attach your most recent academic transcript as well as your CV. When applying as a pair supply CV and transcript for both applicants.
- Basic understanding of Machine Learning and Neural Networks.
- Some experience with programming, no specific language required.
- Professional working proficiency in the English language.
- Affiliated with a Swedish university/college either directly or via an exchange program
Desirable skills and Experiences
- A keen interest in Machine Learning and software development.
- Passion for learning and creative problem solving.
- Good interpersonal and collaboration skills and an ability to communicate ideas optimally.
- Excellent attention to detail as well as being able to understand the bigger picture.
- Understanding of computer architecture and micro-architecture concepts.
If you have any questions, please don’t hesitate to contact us on firstname.lastname@example.org.
Arm is an equal opportunity employer, committed to providing an environment of mutual respect where equal opportunities are available to all applicants and colleagues. We are a diverse organization of dedicated and innovative individuals, and don’t discriminate on the basis of any characteristic.
Life at Arm
Life in the office doesn't get any better. Especially when those offices are as sleek as ours. And the people are as creative and intuitive. Combine that with our popular ‘we, not I' mindset and you enjoy the kind of teamwork and togetherness rarely found elsewhere. We share so much in common, not least the same passion for progress, but we also welcome each other's diversity. Because, ultimately, we love to inspire and be inspired every day.
Everything Made Possible
Just how far do the possibilities of Arm's tech stretch? AI, Machine Learning, IoT… billions of people use our technology every day, spanning countless nations, industries and applications. Most people run their lives on Arm technology. So, you see: you really do know us.