Pubblicato su stage4eu il: 16/07/2020 Roche, RiSE - Roche internship for Scientific Exchange - Statistical Modelling applied to Systems Neuroscience

Roche Pharmaceuticals
Grenzacherstrasse 124, Basel, Svizzera
Informatica/ICT, Biologia/Chimica/Farmaceutica, Statistica/Data analysis
9 mesi. Inizio settembre 2020. 
Retribuito
Posti disponibili Non specificato
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Attività:
  • Working with a team of biologists, data scientists and biostatisticians to interrogate existing multivariate, longitudinal data sets obtained from in vivo studies.
  • Implementation of Bayesian hierarchical models to allow inference on disease trajectories from different animal models used to study major brain disorders.
  • Develop a user-friendly, web-based visualization of modeling results to enable effective feedback and decision making by lab scientists
  • Regular discussion with your mentor and network to advance the project
  • Summarizing your findings for presentation to peers and the broader research community, potentially in a publication.
Requisiti principali:
  • Enrolled in a PhD or medical degree program at a university, with a focus on advanced statistics, computation or physics, and are looking to expand your experience with an industry internship (must still be enrolled at university for 50% of the duration of the stay at Roche).
  • Demonstrated experience of Bayesian hierarchical modelling, preferably with Python based on the PyMC3 package, or equivalent.
  • Highly collaborative mindset; comfortable working in a team setting and in a multifunctional and multicultural environment.
  • An effective communicator with those outside of his/her own discipline.
  • A self-motivated and curious problem solver, with demonstrated planning abilities.

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