Postdoc | High-dimensional data analysis

Postdoc | High-dimensional data analysis

Published Deadline Location
14 Jun 3 Jul Amsterdam

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Do you have a strong interest in the application of network statistics to real-life problems and do you want to work on an EU-funded project in an environment with an very active group of statisticians?

Job description

In a longitudinal study cancer patients are interrogated molecularly prior to and after radiation exposure. The study aims to shed light on the changes that occur in the cellular regulatory network during the course of the study. In particular, characteristics of the network known prior to exposure that affect a patient’s response to radiation exposure are to be identified. This is hampered by the heterogeneity of the patient group and the high-dimensionality of the data. The project aims to develop multivariate statistical methods for the analysis of the study to produce network models that describe the relations at the cellular molecular level, how these relations change over time, and differ between patient groups. In addition, the data of the study have to be analysed and the results communicated. The project is a part of the EU-funded MEDIRAD-project (Horizon 2020 Programme).

Specifications

VU university medical center (VUmc)

Requirements

We are looking for a postdoc in Mathematics/Statistics and an interest in the application of statistics to real-life problems. Essentials are: good statistical knowledge enabling the development of new models and analysis tools, programming skills, the ability to explain complex ideas to biologists/non-specialists and an affinity with genetics and biology. Previous knowledge of any of the areas involved in the project (such as longitudinal models, graphical models, multivariate statistics, high-dimensional data analysis, networks), experience with the analysis of complex data and with R programming are an advantage.

Conditions of employment

Salary Scale 10: 2750 tot 4361 euro gross when employed full-time (depending on qualifications and experience).

In addition, we offer:

  • Additional benefits include an 8.3% end-of-year bonus and 8% holiday pay.
  • Your pension premium will be paid by us for 2/3.
  • We reimburse 75% of your OV travel costs (commuting costs).

The position is available for 1 year in the first instance with the possibility of extension for another 8 months.

For more information about our employment conditions, please visit our website.
For Dutch citizens it is mandatory to provide a VOG (a declaration of good behaviour).

Specifications

  • Postdoc positions; Research, Development, Innovation
  • Natural Sciences; Engineering
  • max. 36 hours per week
  • €2750—€4361 per month
  • AT D10.2019.00055BJ

Employer

VU university medical center (VUmc)

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Location

De Boelelaan 1118, 1081 HV, Amsterdam

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