Phd student on the subject of combinatorial algorithms on strings and graphs
We are looking for a hard-working, motivated, and talented PhD student with a special interest in combinatorial algorithms and their application in data …
- Science Park, Amsterdam, Noord-Holland
- Tijdelijk contract / Tijdelijke opdracht
- Uren per week:
- 40 uur
- € 2346 - € 3007 per maand
We are looking for a hard-working, motivated, and talented PhD student with a special interest in combinatorial algorithms and their application in data mining, bioinformatics, data compression, and information retrieval. The PhD student will be positioned at CWI within the Gravitation Research Program NETWORKS (website) funded by the Netherlands Organisation for Scientific Research (NWO).
There are several techniques addressing the fundamental problem of protecting individual sequence data such as medical records, purchase data, movement data, web-search query data or DNA data. These techniques have hardly been employed in practice because: (1) they offer unsatisfactory privacy or utility guarantees or assume that the data collector protects the data, an operation that most data collectors are unable or unwilling to perform; (2) these techniques mostly rely on optimizing generic criteria (e.g. information-theoretic or distance measures), which are not necessarily linked to data analytic tasks.
In this project, we will consider the challenging and practical setting where analytics must be performed accurately on transformed (sanitized) data. We will be typically interested in designing tools with theoretical guarantees on privacy-utility trade-offs. This setting requires new privacy models and algorithms; in particular, combinatorial algorithms on strings and graphs. The ultimate goal is to develop a new framework (model, algorithms, implementations) for privacy preserving in sequence data that is: (1) provably privacy-preserving; (2) useful and usable; and (3) extensible.
Candidates are required to have a Master’s degree in Computer Science, Mathematics or a related discipline, and a specialization in Algorithms, Combinatorics, Combinatorial Optimization or related fields. Preferable qualifications for candidates include proven research talent in a Master’s project, an excellent command of English, and good academic writing and presentation skills.
The terms of employment are in accordance with the Dutch Collective Labour Agreement for Research Centres ("CAO-onderzoeksinstellingen"). The initial labour agreement will be for a period of 18 months. After a positive evaluation, the agreement will be extended by 30 months. The gross monthly salary, for a PhD student on a full time basis, is €2,346 during the first year and increases to €3,007 over the four year period.
Employees are also entitled to a holiday allowance of 8% of the gross annual salary and a year-end bonus of 8.33%. CWI offers attractive working conditions, including flexible scheduling and help with housing for expat employees.
Please visit our website for more information about our terms of employment: https://www.cwi.nl/jobs/terms-of-employment
Applications can be sent before May 1, 2019. All applications should include a detailed resume, motivation letter, list of your MSc courses and grades, copy of your Master’s thesis and preferably a list of publications.
For residents outside the EER-area, a Toefl English language test might be required.
For more information about the vacancy, please contact Solon P. Pissis, email firstname.lastname@example.org, telephone +31 20 592 4263.
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