Postdoctoral Researcher for Data Science in Spinal Cord Injury

vor 2 Monaten


Zürich, Zürich, Schweiz Department of Health Sciences and Technology Vollzeit
Job Description

We are seeking a highly motivated Postdoctoral Researcher to join our team at the Department of Health Sciences and Technology. The successful candidate will have a strong background in data science and a passion for working in a multidisciplinary environment.

Key Responsibilities
  • Familiarize yourself with international databases collecting data on SCI patients and lead the implementation, training, and benchmark of state-of-the-art data science pipelines to characterize SCI recovery trajectories and injury patterns.
  • Run simulations based on a mechanistic understanding of traumatic SCI leading to the development of novel quantification metrics of injury severity and recovery.
  • Communicate with clinical experts regarding the requirements for an online recovery exploration platform and the design and evaluation of clinical trials in the context of traumatic SCI.
  • Support junior researchers in the team and be part of an engaging and collaborative team.
Requirements
  • PhD in a relevant field such as data science, computer science, physics, and/or biomedical research.
  • Proficiency in Python programming with good knowledge of machine and deep learning models through Keras/TensorFlow and/or PyTorch.
  • Experience in software development, including collaborative coding, version control, and use of compute clusters.
  • Ideal background in biomedical projects with experience in interdisciplinary collaboration, particularly in the context of SCI-related research.
  • Motivation to work inclusively as part of a diverse team and strive towards scientific excellence in your field by driving innovation.
  • Proficiency in English in writing and speaking.
What We Offer
  • A 2-year project-based contract at the BMDS lab working in the SCI team.
  • Opportunities to engage with different communities bridging data science and SCI research leading to high-impact publications.
  • Participation in a highly motivated, multidisciplinary, and collaborative team.
  • Support for your scientific career and application for postdoctoral fellowships on your path towards scientific leadership.
  • Flexibility to develop your own line of research within the framework of this project.
  • Encouragement to attend relevant (inter-) national conferences to increase your visibility and present project outcomes.


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