Bioinformatician Neurodegenerative diseases post-Doc position Large-scale brain modeling and machine learning A rare 2-year postdoc position opportunity for a creative & innovative Bioinformatician with a desire to play a key role in the exciting field of neurodegenerative diseases and aging. The Bioinformatician will be based in Marseille (Timone University Hospital Campus) and will have the exciting challenge of combining data mining & modelling algorithms that will direct the future of neurodegenerative disorders treatments. This is a role operating on the forefront of science that will reward the individual through job satisfaction, both career & personal development opportunities. The position is for 1 year starting now, renewable for another year and with a salary commensurate with experience. Working with a multidisciplinary team of clinicians, imaging specialists, biologists, engineers, physicists and software engineers, the Bioinformatician will work on parameter inference for connectome-based large-scale brain network models (see The Virtual Brain http://www.thevirtualbrain.org<http://www.thevirtualbrain.org/>) (leader V Jirsa) applied to clinical brain imaging data (EEG, MEG, fMRI) (leader M Guye) and systems biology (leader C Nguyen). In particular, the project will involve the application and evaluation of common Bayesian estimation techniques such as Markov-Chain Monte-Carlo and variational schemes to high-dimensional time-series models of brain activity. Finally, the on-site high-performance cluster will be used to evaluate models on large datasets comprising groups of patients. Minimum Qualifications & Experience: Doctoral degree in the field of computer science, physics, engineering or related fields, ideally with specialization in bio-informatics or computational neuroscience. Good communication skills in English, both oral and written. In particular candidates should be capable of presenting technical information and data to non-experts in a clear and concise manner Desirable Qualifications & Experience: Candidates should be comfortable working with machine learning techniques and programming in a data-friendly language such as MATLAB, Python, R, Julia etc. Experience with nonlinear dynamical systems and signal processing, which play a large role in model construction and preprocessing, are valued but not required. The project is proposed by the Federation Hospitalo-Universitaire DHUNE and funded by Aix-Marseille University A*MIDEX. To learn more about this fascinating role send your CV and covering letter to: Prof Olivier Blin, DHUNE Coordination, Clinical Pharmacology, Timone Hospital, 13385 Marseille Cedex 5. Email: olivier.blin@ap-hm.fr Kind regards, Lisa Otten