PhD student in Computing Science with focus on data privacy
4 weeks ago
Social network you want to login/join with:
PhD student in Computing Science with focus on data privacy, UmeåClient:Location:Job Category:Other
EU work permit required:Yes
Job Reference:cda3ce72e8bd
Job Views:9
Posted:26.03.2025
Expiry Date:10.05.2025
Job Description:The project will develop privacy-aware machine learning (ML) models. We are interested in building models that are explainable and are extracted from complex and heterogeneous data. Within explainable ML, we are interested in topics such as provenance, interpretable and transparent models. Within privacy, we are interested in different types of privacy measures and models (differential and integral privacy, k-anonymity), and different scenarios (centralized and decentralized data; local and global privacy). For decentralized data, we consider federated learning. Other topics of interest for this project include aggregation, voting, game theory, and graph theory.
Admission requirements
The general admission requirements for doctoral studies are a second-cycle level degree, or completed course requirements of at least 240 ECTS credits, of which at least 60 ECTS credits are at second-cycle level, or have an equivalent education from abroad, or equivalent qualifications. To fulfill the specific entry requirements for doctoral studies in computing science, the applicant is required to have completed at least 90 ECTS credits in computing science.
You should have very good knowledge and skills in programming with a focus on efficient implementation of algorithms, and good knowledge of mathematics and/or statistics. You should also be able to speak and write English fluently.
In addition to creativity and an inquisitive mind, important personal qualities include the ability to work both independently and in a team, as well as experience in international cooperation.
It is an advantage if you have documented knowledge and experience in machine learning and in mathematical/logical problem formulation (e.g., optimization, game theory, graph theory).
About the position
The position provides you with the opportunity to pursue PhD studies in Computing Science for four years, with the goal of achieving the degree of Doctor in Computing Science. While the position is mainly devoted to PhD studies (at least 80% of the time), it may include up to 20% department service (usually teaching). If so, the total time for the position is extended accordingly, resulting in a maximum of five years.
The procedure for recruitment for the position is in accordance with the Higher Education Ordinance (chapter 12, 2§) and the decision regarding the position cannot be appealed.
The expected starting date is 2024-10-01 or as otherwise agreed.
#J-18808-Ljbffr-
Umeå, Västerbotten, Sweden Umeå universitet Full timeUmeå University, Faculty of Science and TechnologyOrganisation/Company: Umeå universitetDepartment: Umeå University, Faculty of Science and TechnologyResearch Field: Computer scienceResearcher Profile: First Stage Researcher (R1)Country: SwedenApplication Deadline: 30 Apr 2025 - 21:59 (UTC)Type of Contract: TemporaryJob Status: Full-timeIs the job funded...
-
Umeå, Västerbotten, Sweden TN Sweden Full timeSocial network you want to login/join with:1 to 2 PhD student/s in Computing Science with focus on Interactive Systems that Reason Spatially, UmeåClient:Location:Job Category:OtherEU work permit required:YesJob Reference:48b2460b2564Job Views:35Posted:23.01.2025Expiry Date:09.03.2025Job Description:Current AI technology surpasses humans in pattern...
-
Umeå, Västerbotten, Sweden University of Groningen Full timeCompany OverviewThe Graduate School in Population Dynamics and Public Policy is an interdisciplinary research program focused on population dynamics and public policy. As part of the Ageing and Living Conditions (ALC) research environment, we aim to provide a collaborative and stimulating atmosphere for PhD students.Job DescriptionWe are seeking highly...
-
PhD position in Medical Science
3 weeks ago
Umeå, Västerbotten, Sweden TN Sweden Full timePhD position in Medical Science (Neurophysiology), UmeåClient:Location:Job Category:OtherEU work permit required:YesJob Reference:ee3fda9f84aaJob Views:81Posted:23.01.2025Expiry Date:09.03.2025Job Description:PhD position in Medical ScienceWe are looking for a qualified candidate to embark on a PhD in Medical Science with an orientation towards...
-
Virology PhD Student Researcher
2 weeks ago
Umeå, Västerbotten, Sweden Umeå universitet Full timeJob DescriptionWe are seeking a highly motivated PhD student in Medical Science with an interest in molecular and structural virology. The successful candidate will join our Department of Medical Biochemistry and Biophysics at Umeå University.The PhD student will participate in activities provided by the department, interacting with researchers from diverse...
-
PhD Opportunity in Population Studies
1 week ago
Umeå, Västerbotten, Sweden University of Groningen Full timeAbout UsThe University of Groningen's Graduate School in Population Dynamics and Public Policy is an interdisciplinary research program focused on population dynamics and public policy. We are committed to providing a supportive and stimulating atmosphere for PhD students.Job DescriptionWe are seeking highly motivated PhD students with strong analytical...
-
Umeå, Västerbotten, Sweden Umeå universitet Full timeUmeå University, Faculty of Science and TechnologyOrganisation/Company: Umeå universitetDepartment: Umeå University, Faculty of Science and TechnologyResearch Field: Physics » Applied physicsResearcher Profile: First Stage Researcher (R1)Country: SwedenApplication Deadline: 2 Apr 2025 - 21:59 (UTC)Type of Contract: TemporaryJob Status: Full-timeIs the...
-
Umeå, Västerbotten, Sweden University of Groningen Full timeFundamental ObjectivesThe Graduate School in Population Dynamics and Public Policy aims to provide high-quality education and enable internationally competitive research. We strive to promote multinational interaction and encourage our students to participate in international conferences, workshops, and PhD courses at other universities.Main Duties and...
-
Umeå, Västerbotten, Sweden Sveriges Lantbruksuniversitet Full timeDepartment of Forest Resource ManagementThe Department of Forest Resource Management conducts education and research in the areas of forest planning, forest remote sensing, forest inventory and sampling, forest mathematical statistics and landscape studies. The department is also responsible for the implementation of the ongoing environmental monitoring...
-
Umeå, Västerbotten, Sweden TN Sweden Full timeSocial network you want to login/join with:PhD Position in Experimental Physics with focus on Optical Frequency Comb Spectroscopy, UmeåClient:Location:Job Category:OtherEU work permit required:YesJob Reference:f583938fbb25Job Views:77Posted:23.01.2025Expiry Date:09.03.2025Job Description:Department of Physics is looking for a PhD student in experimental...
-
Geometric Deep Learning PhD Student Wanted
1 week ago
Umeå, Västerbotten, Sweden Euro Math Soc Full timeOur research group is expanding its focus on artificial intelligence and machine learning, and we are seeking a highly motivated researcher to work on geometric deep learning. The project aims to develop a comprehensive geometric framework for flows and integral curves on M-Polyfolds and a theory of group actions compatible with the M-polyfold structure.This...
-
Umeå, Västerbotten, Sweden TN Sweden Full timeSocial network you want to login/join with:PhD position in Applied Electronics with focus on Safe and Secure Intelligent Embedded Systems, UmeåClient:Location:Job Category:OtherEU work permit required:YesJob Reference:8b76b5b59cedJob Views:3Posted:28.03.2025Expiry Date:12.05.2025Job Description:The Department of Applied Physics and Electronics currently has...
-
Computational Biologist in Metabolomics
1 week ago
Umeå, Västerbotten, Sweden TN Sweden Full timeAbout the Job">As a Computational Biologist in Metabolomics, you will play a key role in supporting the development of new methods for data analysis and interpretation in metabolomics.">Main Responsibilities">Data Analysis and Modeling: Perform advanced data analytics and modeling on metabolomics data from high-throughput methods with applications in life...
-
Umeå, Västerbotten, Sweden Umeå universitet Full timeOrganisation/Company: Umeå universitetDepartment: Umeå University, Faculty Office of MedicineResearch Field: Medical sciences » MedicineResearcher Profile: First Stage Researcher (R1)Country: SwedenApplication Deadline: 4 May 2025 - 21:59 (UTC)Type of Contract: TemporaryJob Status: Full-timeIs the job funded through the EU Research Framework Programme?...
-
Umeå, Västerbotten, Sweden TN Sweden Full timeAbout the Team">As a Staff Researcher in Computational Metabolomics, you will be part of a dynamic team of researchers and scientists who are passionate about advancing the field of metabolomics.">Main Responsibilities">Data Analysis: Perform advanced data analytics and modeling on metabolomics data from high-throughput methods with applications in life...
-
Umeå, Västerbotten, Sweden SciLifeLab Group Full timePhD position in structural biology of virus replicationDepartment of Medical Biochemistry and Biophysics, Umeå UniversityUmeå University is one of Sweden's largest higher education institutions with over 37,000 students and about 4,700 employees. The University offers a diversity of high-quality education and world-leading research in several fields.We are...
-
Umeå, Västerbotten, Sweden Sveriges lantbruksuniversitet Full timeOrganisation/Company: Sveriges lantbruksuniversitetResearch Field: Technology » BiotechnologyResearcher Profile: First Stage Researcher (R1)Country: SwedenApplication Deadline: 10 May 2025 - 22:00 (UTC)Type of Contract: TemporaryJob Status: Full-timeIs the job funded through the EU Research Framework Programme? Not funded by a EU programmeReference Number:...
-
PhD Position in Biophysical Virology
2 weeks ago
Umeå, Västerbotten, Sweden SciLifeLab Group Full timeWe are inviting applications for a PhD student position in biophysical virology at SciLifeLab Group. As a PhD student, you will study the replication of positive-sense RNA viruses using advanced methods such as cryo-electron tomography and biochemical reconstitution.Position DescriptionThe PhD student will be responsible for designing and conducting...
-
Staff Scientist in Computational Metabolomics
3 weeks ago
Umeå, Västerbotten, Sweden TN Sweden Full timeSocial network you want to login/join with:Client:Location:Job Category:OtherEU work permit required:YesJob Reference:Job Views:82Posted:23.01.2025Expiry Date:09.03.2025Job Description:Staff Scientist in Computational MetabolomicsWe are now expanding our capacity to support life science researchers in metabolomics to transform complex data into meaningful...
-
Umeå, Västerbotten, Sweden TN Sweden Full timeSocial network you want to login/join with:PhD position in mathematics or mathematical statistics, with focus on geometric deep learning, UmeåClient:Location:Job Category:OtherEU work permit required:YesJob Reference:e169086b0b31Job Views:51Posted:23.01.2025Expiry Date:09.03.2025Job Description:Project descriptionMachine learning ('artificial intelligence')...
