PhD student i Maskinlæring og Informasjonsteori - Bergen
Simula UiB
Thormøhlens Gate 53D, 5006 Bergen, Hybridkontor
Om jobben
Do you want to dive into the exciting field of distributed machine learning with a special focus on privacy/security?
Stillingstittel
Postdoktor
Oppstart
Etter avtale
Type ansettelse
Annet, heltid 100%
Arbeidstid
Dagtid, ukedager
Arbeidsspråk
Engelsk
Antall stillinger
1
Søk på jobben
Søk senest torsdag 22. mai
Hva vi ser etter
We are looking for a candidate who has completed or is about to complete, a Master's degree in Electrical Engineering, Computer Science, 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 excellent mathematical knowledge in statistics and discrete mathematics, experience with machine learning, and excellent programming skills as well as strong analytical skills. Moreover, a solid understanding 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.
The Simula group appreciates diversity. We currently employ approximately 200 individuals from 46 countries and strive to create a family-friendly working environment. We are an equal-opportunity employer and encourage women to apply. The webpage (https://www.simula.no/about/simula-culture) provides more in-depth information about Simula culture.
Arbeidsoppgaver
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. Successful applicants will have the opportunity to explore and contribute to groundbreaking research questions. Specific research questions will be discussed with the successful applicant, and include themes such as decentralized learning, straggler mitigation, graph neural networks, and differential privacy.
Simula UiB currently has 11 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 a fixed-term period of three years.
Vi tilbyr
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Excellent opportunities for conducting high-quality research, as part of a highly competent and motivated team of researchers.
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An informal, inclusive and international working environment.
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Support for travel and opportunities to build international networks.
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Modern office facilities located at Marineholmen in the city centre of Bergen.
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A competitive salary; starting salary from NOK 536 200.
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Numerous employee benefits, including access to a company cabin, sponsored social events, an equipment budget, and a comprehensive travel/health insurance policy.
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Relocation assistance, including complimentary Norwegian language courses.
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Healthy wellness and work-life balance arrangements.
Kontaktperson for stillingen
Senior Administrative Officer
Om bedriften
Simula UiB (https://simula-uib.com) is a research institute in Cryptography and Information Theory located in Bergen, Norway. The Department of Information Theory is currently looking for an outstanding candidate for a PhD position in the intersection of efficient distributed machine learning and information theory through the research project PeerL. The successful candidate will work under the supervision of Eirik Rosnes and Hsuan-Yin Lin.
Sektor
Privat
Nettsted
Del annonsen
Annonsedata
Rapporter annonse- Stillingsnummer
2918877
- Hentet fra
Stillingsregistrering
- Referanse
596e0d4d-eca9-4b9e-80b2-1f9f05dee944