We have one open PostDoc position in an interdisciplinary research project that investigates the opportunities and challenges of using wearables and machine learning (ML) to support diagnosis and longitudinal studies related to sleep-related respiratory disorders. One core challenge for this position will be the development of ML solutions that are explainable to all stakeholders, i.e., patients, physicians, medical researchers, policymakers, and ML developers.
The position is fully funded (NOK 544 400 - 626 300 per annum depending on qualifications) for three years with the possibility to apply for a fourth year for teaching duties. The application deadline is July 1st 2022.
We require the successful candidate to have a Master in Computer Science (or equivalent) and a minimum average grade in the Bachelor of C and in the Master of B. Furthermore, we require experience in at least two of the following areas: ML for time-series data, application of ML in the medical domain, interpretable ML or explainable AI, advanced data management solutions (data warehouse solutions)
More information about the project can be found at https://www.mn.uio.no/ifi/forskning/prosjekter/respire/index.html.
The official announcement and the description of how to apply can be found at https://www.jobbnorge.no/en/available-jobs/job/228080/postdoctoral-research-fellow-in-responsible-machine-learning-for-sleep-related-respiratory-disorders.
In case of questions please do not hesitate to contact Professor Thomas Plagemann via [log in to unmask].
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