Postdoktor i Maskinlæring og Informasjonsteori - Bergen

Do you want to dive into the exciting field of distributed machine learning with a special focus on privacy/security? This research topic is going to shake up how we understand and apply machine learning, with the aim of creating safer and more private solutions in an increasingly digitised world.

Hva vi ser etter

We are looking for a candidate with a PhD degree in Electrical Engineering, Computer Science, Applied Mathematics, or a closely related field for working on the exciting and emerging field of distributed machine learning in the intersection with information theory. The successful candidate will have a strong track record demonstrated by publications in top-tier journals and international conferences, experience with machine learning, and excellent programming skills as well as strong analytical skills. Moreover, a good knowledge of information theory and/or statistical learning theory is an advantage. They must be highly motivated and be able to demonstrate their potential for conducting original research in information theory/machine learning. We expect the candidate to have good communication skills and be fluent in English, both in writing and speaking. Finally, the successful candidate will have good interpersonal skills and be willing and able to contribute to Simula UiB's working environment.

Arbeidsoppgaver

Successful applicants will have the opportunity to explore and contribute to groundbreaking research questions. While specific research questions will be discussed with the successful applicant, they may include themes such as federated learning, fully decentralised learning, straggler mitigation, graph neural networks, and differential privacy. This is not just an opportunity to develop and shape your own research project, but also to help shape the future of machine learning and privacy.

Simula UiB currently has 12 early career researchers working on a range of research problems in cryptography and information theory. We can offer a vibrant, stimulating, and inclusive working environment to successful candidates. The position is for two years, with a possible extension of one year.

Vi tilbyr

• Excellent opportunities for conducting high-quality research, as part of a highly competent and motivated team of researchers.

• An informal, inclusive and international working environment.

• Support for travel and opportunities to build international networks.

• Modern office facilities located at Marineholmen in the city centre of Bergen.

• A competitive salary; starting salary from NOK 575 400.

• Numerous employee benefits, including access to a company cabin, sponsored social events, an equipment budget, and a comprehensive travel/health insurance policy.

• Relocation assistance, including complimentary Norwegian language courses.

• Healthy wellness and work-life balance arrangements.