Postdoctoral Researcher / Data Scientist
The Postdoc Researcher will work in a Swiss National Science Foundation (SNSF) funded study "Ensuring shoulder health as a key factor for long term health and functioning of manual wheelchair users". This innovative research project explores the shoulder situation (shoulder load in daily life, shoulder pain, shoulder capacity and shoulder status) in manual wheelchair users with spinal cord injury (SCI) and interventions thereon in the vulnerable transition from initial rehabilitation to community life.
These are your tasks- Improvement and expansion of current methodology to classify shoulder loading activities collected with wearable sensors (IMU) in the daily life of wheelchair users
- Development of a validated workflow for estimating shoulder load and daily activity patterns from wearable sensor data
- Development of methods to analyze the interaction of all components affecting the shoulder situation
- Collaborate with an interdisciplinary team of researchers, therapists, physicians and specialists in the context of SCI
- Publishing in peer-reviewed journals and presenting research findings at conferences
- Support in supervision of PhD and MSc students
- Support in grant writing for external funding
- PhD in Data Science, or Biomedical Engineering with a strong data science component
- Extensive experience in machine learning and classification of sensor data as time series
- Proven experience in clinical application of data science methods
- Strong and proven computational skills in Matlab and/or Python
- Experience in project planning and conduction
- Strong track record of publishing peer-reviewed articles
- Proficiency in English is required, knowledge of German is considered an asset
- Independent working attitude as well as ability to work in a team
What you can expect
You can expect attractive employment conditions as well as numerous other advantages. Look forward to meaningful work in a modern work environment, flexible working times and various further training opportunities. Come and join us and experience our unique spirit.More information at parplegie.ch/vorteile.
About us
Swiss Paraplegic Research (SPF) is part of the Swiss Paraplegic Group. The mission of SPF is sustainably improving the situation of people with spinal cord injury (SCI) through interdisciplinary, clinical and Community-based research on a national and international level.Specific areas of its comprehensive research include functioning, mobility, social integration, equality of opportunity, self-determination, quality of life, health services provision as well as epidemiology and statistical methods. SPF is an university research institution recognized and promoted by the Swiss federal government and the cantons and an active link to academic and industrial research and development at the national and international levels.
Your contact person
Questions about the application process
Lea Blunschi
HR Manager
041 939 53 72
Questions on the job
Dr. Ursina Arnet
Group Leader
Write an email
+41 41 939 65 99