Master Thesis Machine Learning

RaySearch develops innovative software solutions to improve cancer care. Over 2,600 clinics in more than 65 countries use RaySearch software to improve treatments and quality of life for patients. RaySearch was founded in 2000 and is listed on Nasdaq Stockholm. Headquarter is in central Stockholm and the company has subsidiaries in the US, Europe and Asia. Today we are more than 380 employees with a common vision in improving cancer care with innovative software. Our great staff is crucial for our success and we offer a fantastic working environment in modern offices, flexibility and good opportunities for development. We believe in equal opportunities, value diversity and work actively to prevent discrimination.

Are you in the end of your studies in Computer Science, Machine Learning or similar and want to make an impact with technology in cancer treatment? RaySearch now offers master thesis positions within the Machine Learning team starting January 2021.

“Working at RaySearch allows me to deepen my interest in different machine learning techniques while also learning about the human body and having a real impact on people’s lives."

- Elin S, Junior Machine Learning Engineer

We offer master thesis projects in the following areas:

1. Machine learning for medical imaging

We are looking to improve existing deep learning methods for image segmentation, image generation and image registration. There are several directions for master thesis projects in this area: What is the effect of different deep learning architectures? How do we handle noisy training data? How much training data is actually needed and how do we know if the output from the models is good enough?

2. Machine learning for treatment planning

Today we use deep learning to generate radiation treatment plans. Master thesis projects can explore new methods in this area such as machine specific features, adaptive treatment planning, quality assurance and machine learning guided optimizations.

Starting your career at RaySearch

Joining RaySearch as a Master Thesis Student, you will:

… get a solid introduction to our company, products and ways of working.

…become part of a rapidly growing, global Swedish company with more than 400 employees, head office and R&D department in central Stockholm with a chance of full-time employment after graduation.

… join 200 well-educated and dedicated engineers who enjoy knowledge sharing, problem solving and working in teams.

… work with cutting-edge technology for cancer treatment. Your daily work will contribute to improve cancer treatments for patients all over the world.

Who can apply?

Master thesis students with a big interest in machine learning who will start your project in January 2021.

We believe that you are a master student, for example within in machine learning, computer science, mathematics, or statistics. You have a great interest in software development and contributing to our mission. Programming skills, relevant hobby projects and summer/part time jobs within development and/or Machine Learning are highly valued. In order to be able to contribute to this project, you are a self-motivated and structured person.

Qualifications:

• Knowledge in Python development
• Hands-on experience with Keras and/or TensorFlow
• Experience in machine learning in computer vision and technical report writing

Application

Please apply to the position through the application form below. Selection and interviews will be ongoing. We do not accept applications by e-mail, but if you have any questions about the position please contact Fredrik Löfman, Head of Machine Learning, or Johanna Gustafsson, HR specialist.