{"id":1791,"date":"2022-02-01T15:45:36","date_gmt":"2022-02-01T13:45:36","guid":{"rendered":"https:\/\/www.neuralrehabilitation.org\/en\/?page_id=1791"},"modified":"2022-02-01T15:46:49","modified_gmt":"2022-02-01T13:46:49","slug":"full-time-postdoc-position-in-machine-learning","status":"publish","type":"page","link":"https:\/\/www.neuralrehabilitation.org\/en\/?page_id=1791","title":{"rendered":"Full-time PostDoc Position in Machine learning"},"content":{"rendered":"<p>The Neurorehabilitation Group of the Instituto Cajal, Spanish National Research Council, is\u00a0seeking highly motivated, full-time <strong>PostDoc researchers with experience in machine learning<\/strong>. The selected candidate will play a leading role in developing innovative and creative solutions in the context of European and National projects, covering the following topics:<\/p>\n<ul>\n<li>Analysis of a wide spectrum of brain &amp; neural signals, e.g. EMG, EEG, and fNIRS in healthy subjects and people with neurological injuries (e.g. Parkinson\u2019s Disease) during a great variety of motor tasks.<\/li>\n<li>Development of biomarkers of abnormal motor functions (based on inertial sensing measurements, eye tracking, voice recognition, bioelectrical signal activity) during gross and fine movements.<\/li>\n<li>Development of supervised and unsupervised machine learning models able to stratify, classify and predict the evolution of disease severity.<\/li>\n<\/ul>\n<p>We offer:<\/p>\n<ul>\n<li>A highly multidisciplinary context including experts from the engineering, clinical and neuroscientific backgrounds<\/li>\n<li>Intense collaboration with international groups involved in several ongoing European projects<\/li>\n<li>The opportunity to create and run new research lines and coordinate working teams<\/li>\n<\/ul>\n<p>Available position will start on April 1, 2022. Salary will be decided on the candidate\u2019s expertise.\u00a0The successful candidate will be offered a fixed term contract for the duration of 1 year, renewable for additional 2 years.<\/p>\n<hr \/>\n<p><strong>Required qualifications:<\/strong><\/p>\n<p>&#8211; Previous experience on machine learning.<\/p>\n<p>&#8211; PhD degree in fields related to Engineering, Robotics or Computer Science.<\/p>\n<p>&#8211; Good track record in at least one of the following research fields: machine learning, deep learning, reinforcement Learning.<\/p>\n<p>&#8211; Proficient programming skills<\/p>\n<p>&#8211; Fluency in spoken and written English<\/p>\n<p>&#8211; Ability to work in a team, and\/or supervise other researchers\u2019 work<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Desired qualifications:<\/strong><\/p>\n<p>&#8211; Experience in the human analysis (motion and\/or neurophysiology)<\/p>\n<p>&#8211; Experience in analysis of biological signals<\/p>\n<p>&#8211; Experience in rehabilitation robotics<\/p>\n<p>&#8211; Experience in writing grant applications and coordinating national\/international projects<\/p>\n<hr \/>\n<p><strong>The deadline for applications is February 28<\/strong>.\u00a0If you are interested in applying, please send an email to <b class=\"\">info@neuralrehabilitation.org, <\/b>including your CV, graduate transcripts, letters of reference (preferred) or contact info of references, an electronic copy of Ph.D. Thesis (if available); and a cover letter with a brief description of your motivation and qualifications.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Neurorehabilitation Group of the Instituto Cajal, Spanish National Research Council, is\u00a0seeking highly motivated, full-time PostDoc researchers with experience in machine learning. The selected candidate will play a leading role in developing innovative and creative solutions in the context of<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.neuralrehabilitation.org\/en\/index.php?rest_route=\/wp\/v2\/pages\/1791"}],"collection":[{"href":"https:\/\/www.neuralrehabilitation.org\/en\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.neuralrehabilitation.org\/en\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.neuralrehabilitation.org\/en\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.neuralrehabilitation.org\/en\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1791"}],"version-history":[{"count":3,"href":"https:\/\/www.neuralrehabilitation.org\/en\/index.php?rest_route=\/wp\/v2\/pages\/1791\/revisions"}],"predecessor-version":[{"id":1794,"href":"https:\/\/www.neuralrehabilitation.org\/en\/index.php?rest_route=\/wp\/v2\/pages\/1791\/revisions\/1794"}],"wp:attachment":[{"href":"https:\/\/www.neuralrehabilitation.org\/en\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1791"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}