PhD in Informatics: Visual Data Science to Master Complex Simulation Ensembles is to understand inherent uncertainties in weather prediction, it is common to consult stochastically perturbed simulation ensembles with highly detailed ensemble members for candidate with Master’s degree in Computer Science is available at Department of Informations at University of Bergan, Norway 2022
Department of Informatics
University of Bergen, Bergen, Norway
- Applicants must hold a Master's degree (or an equivalent education) in Computer Science, or must have submitted their Master's thesis for assessment prior to the application deadline. It is a condition of employment that the Master's degree (or an equivalent degree) has been awarded.
- Applicants must document their education in visualization, visual data science, visual computing, or a tightly related field.
- Education in / experiences with machine learning, topological data analysis, and/or meteorology is/are an advantage.
- A solid mathematical education (linear algebra, calculus, etc., as part of a technical undergraduate education) is a requirement and needs to be documented in the application. Applicants need to explain their level of mathematical / technical knowledge and skills in the cover letter.
- Solid knowledge and substantial experiences with programming is a requirement and needs to be documented in the application. Any particular knowledge and/or experiences with respect to data science should be explained in the cover letter.
- Applicants need to explain their motivation for applying in the cover letter, also relating explicitly to the project context of this position (see above).
- Applicants must be able to work independently and in a structured manner and demonstrate good collaborative skills.
- Applicants must be proficient in both written and oral English.
- Knowledge of Norwegian (or any Scandinavian language) may be beneficial.
- Strong personal and relational qualities are welcome. Ambition and potential also counts when evaluating applications.
Our employees are expected to contribute to excellence with high-quality research and teaching. The working environment for this position is (1) UiB’s Center for Data Science, CEDAS, (2) the involved research groups of visualization and machine learning, as well as (3) the cooperation between UiB and the University of Stuttgart. The cooperation with UiB’s Department of Geosciences is also important for this position. The PhD project is advised by Prof. H. Hauser (visual data science) and co-advised by Assoc.-Prof. N. Blaser (machine learning) as well as Prof. Th. Spengler (meteorology). Profs. Th. Ertl and M. Sedlmair from the Univ. of Stuttgart are also involved in the planned research. The project synopsis is: To understand inherent uncertainties in weather prediction, it is common to consult stochastically perturbed simulation ensembles with highly detailed ensemble members. Extracting relevant conclusions from such ensembles is very challenging and depends on a successful condensation of the data. Especially when aiming at an interpretation of an entire ensemble in terms of domain-relevant features, such as cyclones, fronts, rain, etc., summarization is very difficult and only possible on the basis of expert knowledge. We foresee that new visual data science methods from this project will significantly support the study of such rich ensembles.
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How to Apply?
Application Method: Online Application
Ref. No.: -
- An account of the applicant's research interests and the motivation for applying for this position, relating explicitly to the project context of this position (see above)
- The names and contact information for two references. One of these should be the main advisor for the Master's thesis (or equivalent thesis)
- Transcripts/diplomas showing the completion of the Bachelor's and Master's degrees (or any equivalent education). If the Master's degree is not yet completed 100%, a statement from the host institution confirming that the Master's thesis has been submitted needs to be submitted
- Relevant certificates / references / letters of recommendation, if available
- Approved documentation of proficiency in English
- A list of relevant works of scientific nature (publication list)
- Any publications in your name
About the Department
Digitization of businesses, industry, public administration, and education makes informatics play an increasingly important role in the development of the society. Research and education in informatics are crucial for the digital transformation of the society to succeed. The Department of Informatics contributes to this through seven research groups that deliver research and education at a high international level in algorithms, bioinformatics, information security, machine learning, optimization, programming theory and visualization. We are also building up a group in computer science didactics. The department offers education for the future at Bachelor, Master and PhD levels. The department is in rapid growth regarding its number of students, research directions, and employees. We have today about 900 students, and 150 employees, among which 37 are faculty and 70 PhD candidates. We have established the Center for Data Science (CEDAS) as an important extension of our research and education activities, interdisciplinary cooperation in the domain of data science, machine learning, and artificial intelligence
About the Employer: University of Bergen (UiB), Norway
There is a vacancy for a PhD Research Fellow in Informatics at the UiB’s Department of Informatics. The position is for a fixed-term period of 3 years with the possibility of a 4 th year.
The position is connected to the project “Visual Data Science to Master Complex Simulation Ensembles”, which is a collaboration between the University of Bergen and the University of Stuttgart in Germany. The planned research will be done in the context of CEDAS, UiB’s Center for Data Science.
- A good and professionally stimulating working environment
- Salary at pay grade 54 (Code 1017/Pay range 20, alternative 10) in the state salary scale. This constitutes a gross annual salary of NOK 491 200. Further promotions are made according to length of service in the position.
- Enrolment in the Norwegian Public Service Pension Fund
- Good welfare benefits
Detailed information about the position can be obtained by contacting:
For HR related matters, please contact Lene Sørheim.