Postdoctoral Researcher Time Series Data Analysis 80-100%
Veröffentlicht:
07 März 2025Pensum:
80 – 100%- Arbeitsort:Bern
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Job-Zusammenfassung
Das Sensing and Monitoring Lab der Universität Bern sucht eine Person.
Aufgaben
- Erweiterte Signalverarbeitungstechniken implementieren.
- Maschinenlernalgorithmen für Zeitreihendaten entwickeln.
- Mit einem interdisziplinären Team zusammenarbeiten.
Fähigkeiten
- Doktorat in Informatik, Biomedizinischer Technik oder ähnlichem.
- Erfahrung in Zeitreihenanalyse und Maschinenlernen.
- Fließend in Englisch, problemlösungsorientiert.
Ist das hilfreich?
Sensing and Monitoring Lab, Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism
Start of employment: immediately or by agreement
Employment is fixed term for 12 months with a possibility of extension.
University of Bern develops innovative sensor solutions for personalized medicine and disease monitoring. Our interdisciplinary research integrates signal processing, machine learning, and biomedical data analysis to advance digital health technologies. We are currently seeking a Postdoctoral Researcher in Time Series Data Analysis to contribute to our work on physiological monitoring and biomedical signal interpretation.
Tasks
- Implement advanced signal processing techniques for detecting physiological patterns and anomalies
- Develop and apply machine learning algorithms for analyzing time series data from biomedical sensors
- Collaborate with an interdisciplinary team of engineers, data scientists, and medical professionals
- Publish research findings in peer-reviewed journals and present at international conferences
Requirements
- PhD in Computer Science, Biomedical Engineering, Data Science, or a related field
- Strong publication record in relevant fields
- Strong background in time series analysis, machine learning, and statistical modeling
- Experience working with physiological or biomedical sensor data
- Proficiency in Python for data analysis and machine learning
- Excellent problem-solving skills and ability to work in an interdisciplinary environment
- Fluent in English (written and spoken)
We offer
- A research position in an innovative and interdisciplinary environment
- Access to state-of-the-art computational and laboratory facilities
- Opportunities for professional and personal development.
- Involvement in projects with direct biomedical relevance.
- Competitive salary based on University of Bern regulations
Application and contact
For subject-specific questions and information about the position, please contact
Prof. Dr. Lilian Witthauer at E-Mail schreiben
Please send your complete application (motivation letter, CV including publication list, diplome) to the following e-mail address: E-Mail schreiben
