Postdoc Researcher at The Norwegian Colour and Visual Computing Laboratory - JOBS.ac.kr(잡스)

{"job":{"jobId":1517293,"fk_accountId":null,"fk_organizationId":1834,"fk_adminAccountId":null,"title":"Postdoc Researcher at The Norwegian Colour and Visual Computing Laboratory","description":"\n\nAbout the position\n\n\nIn the H2020 Ria project ALAMEDA we have a vacancy for a Post-Doc Researcher at the ColourLab / Department of Computer Science\n\n\nThis position will mainly be devoted to test and develop an extensive range of data analytics algorithms based on ML/DL to perform early diagnosis of brain diseases. The focus will be put on the detection of changes and anomalies in the functioning and behaviour of an individual over time, which might indicate significant preclinical decline. The challenge is to significantly distinguish such preclinical decline from normal aging. Our hypothesis is that this approach implies that a diagnosis can be provided well before a gold standard clinical diagnosis can be made, potentially giving doctors a chance to intervene early with treatment.\n\n\nRule-based decision-making solutions will be integrated in order to semantically correlate the available information and achieve situational awareness, i.e. the interpretation of user’s conditions taking into account the data collected from sensors, analysis results from other components of ALAMEDA, as well as user profiles and clinical knowledge. The aim will be to analyse collectively the aggregated observations and derive a high-level understanding of the behaviour in terms of the activities and situations the person engages in and the identification of clinically defined functional problems. In addition, this task will combine classification tasks, such as diagnosis prediction with taxonomical knowledge found in the developed ontologies during the project, in order to support explainability, i.e. human-understandable explanations of the analysis outcomes to assist end users interpret the finding.\n\n\nYou will report to Head of Department.\n\n\nDuties of the position\n\n\n<ul>\n<li>To develop semantic annotation for all collected modalities, leading to global interoperability.</li>\n<li>To define the semantic framework of the Alameda AI Toolkit.</li>\n<li>To develop the behavioural data acquisition methods.</li>\n<li>To develop agent-based interactions for the non-intrusive collection of lifestyle data.</li>\n<li>To develop, test and compare to current gold standards in brain disease diagnosis and treatment novel AI-based data analytics methods.</li>\n<li>To select the most suitable AI-based data analytics methods for inclusion in the ALAMEDA Toolkit.</li>\n<li>To develop the Alameda AI framework (Analytics/Machine learning/Deep learning/AI-algorithms).</li>\n<li>To develop the ALAMEDA Security and trustworthiness framework and to collaborate with H2020-IMI Project IDEA-FAST.</li>\n<li>To report on these tasks and to participate in meetings and present the outcomes of these activities.</li>\n</ul>\n\n\nRequired selection criteria\n\n\nA postdoctoral research fellowships is a qualification position in which the main objective is qualification for work in academic positions. You must have completed a Norwegian doctoral degree in computer science or corresponding foreign doctoral degree recognized as equivalent to a Norwegian doctoral degree is required.\n\n\nIf, for any reason, you have taken a career break or have had an atypical career and wish to disclose this in your application, the selection committee will take this into account, recognizing that the quantity of your research may be reduced as a result.\n\n\nThe appointment is to be made in accordance with the regulations in force concerning <a data-mz=\"\" href=\"https://lovdata.no/dokument/SF/forskrift/2006-01-31-102\" rel=\"no-follow\">State Employees and Civil Servants and national guidelines for appointment as PhD, post doctor and research assistant</a>.\n\n\n<ul>\n<li>Strong Expertise in AI/DL/ML: publications and projects especially in the field of visual media processing.</li>\n<li>Behaviour understanding, based on sensory-data analysis.</li>\n<li>Large-scale data analysis, especially medical signal/image analysis is of great interest.</li>\n<li>Optimization, motion analysis, feature classification for diagnosis.</li>\n<li>Matlab, Visual studio C++, OpenCV, Python, TensorFlow, PyTorch, Latex.</li>\n<li>Good written and oral English language skills.</li>\n</ul>\n\n\nPreferred selection criteria\n\n\n<ul>\n<li>Three years or more of research work after the PhD.</li>\n<li>Secured research funds, by writing proposals as lead PI or Co-PI.</li>\n<li>International collaboration and stays.</li>\n</ul>\n\n\nPersonal characteristics\n\n\n<ul>\n<li>Social person</li>\n<li> team player</li>\n<li> organised</li>\n</ul>\n\n\nWe offer\n\n\n<ul>\n<li>exciting and stimulating tasks in a strong international academic environment</li>\n<li>an open and <a data-mz=\"\" href=\"http://innsida.ntnu.no/wiki/-/wiki/Norsk/Inkluderende+arbeidsliv\" rel=\"no-follow\">inclusive work environment</a> with dedicated colleagues</li>\n<li>favourable terms in the <a data-mz=\"\" href=\"https://www.spk.no/en/\" rel=\"no-follow\">Norwegian Public Service Pension Fund</a></li>\n<li><a data-mz=\"\" href=\"https://innsida.ntnu.no/wiki/-/wiki/English/Benefits+and+discounts\" rel=\"no-follow\">employee benefits</a></li>\n</ul>\n\n\nSalary and conditions\n\n\nThe employment period is 3 years.\n\n\nPostdoctoral candidates are placed in code 1352, and are normally remunerated at gross from NOK 542 400 per annum before tax, depending on qualifications and seniority. From the salary, 2% is deducted as a contribution to the Norwegian Public Service Pension Fund.\n\n\nThe engagement is to be made in accordance with the regulations in force concerning State Employees and Civil Servants, and the acts relating to Control of the Export of Strategic Goods, Services and Technology. Candidates who by assessment of the application and attachment are seen to conflict with the criteria in the latter law will be prohibited from recruitment to NTNU. After the appointment you must assume that there may be changes in the area of work.\n\n\nThe position is subject to external funding from the H2020 RIA ALAMEDA project.\n\n\nIt is a prerequisite you can be present at and accessible to the institution on a daily basis.\n\n\nAbout the application\n\n\nThe application and supporting documentation to be used as the basis for the assessment must be in English.\n\n\nPublications and other scientific work must follow the application. Please note that applications are only evaluated based on the information available on the application deadline. You should ensure that your application shows clearly how your skills and experience meet the criteria which are set out above. \n\n\nThe application must include:\n\n\n<ul>\n<li>CV, certificates and diplomas.</li>\n<li>Research plan or project proposal (max. 2 pages).</li>\n<li>Academic works - published or unpublished - that you would like to be considered in the assessment (up to 5 works). Relevant publications after the PhD are highly regarded.</li>\n<li>Name and address of three referees.</li>\n<li>Proof of secured funds for research work.</li>\n<li>English language test for those who studied in other languages</li>\n</ul>\n\n\nIn the evaluation of which candidate is best qualified, emphasis will be placed on education, experience and personal suitability.\n\n\nNTNU is committed to following evaluation criteria for research quality according to <a data-mz=\"\" href=\"http://in%20the%20evaluation%20of%20which%20candidate%20is%20best%20qualified%2C%20emphasis%20will%20be%20placed%20on%20education%2C%20experience%20and%20personal%20suitability.%20%20ntnu%20is%20committed%20to%20following%20evaluation%20criteria%20for%20research%20quality%20according%20to%20the%20san%20francisco%20declaration%20on%20research%20assessment%20-%20dora./\" rel=\"no-follow\">The San Francisco Declaration on Research Assessment - DORA.</a>\n\n\nGeneral information\n\n\n<a data-mz=\"\" href=\"https://www.ntnu.edu/nirs\" rel=\"no-follow\">Working at NTNU</a>\n\n\nA good work environment is characterized by diversity. We encourage qualified candidates to apply, regardless of their gender, functional capacity or cultural background. \n\n\nThe city of Gjøvik has a population of 30 000 and is a town known for its rich music and cultural life. The beautiful nature surrounding the city is ideal for an active outdoor life! The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world.\n\n\nAs an employee at NTNU, you must at all times adhere to the changes that the development in the subject entails and the organizational changes that are adopted.\n\n\nInformation Act (Offentleglova), your name, age, position and municipality may be made public even if you have requested not to have your name entered on the list of applicants.\n\n\nIf you have any questions about the position, please contact Prof. Faouzi Alaya Cheikh, telephone +47 951 879 956, email: <a data-mz=\"\" href=\"mailto:faouzi.cheikh@ntnu.no\" rel=\"no-follow\">faouzi.cheikh@ntnu.no</a>. If you have any questions about the recruitment process, please contact Stine Terese Ruen Nymoen, e-mail: <a data-mz=\"\" href=\"mailto:stine.t.r.nymoen@ntnu.no\" rel=\"no-follow\">stine.t.r.nymoen@ntnu.no</a>\n\n\nPlease submit your application electronically via <a data-mz=\"\" href=\"https://jobbnorge.no\" rel=\"no-follow\" target=\"_blank\">jobbnorge.no</a> with your CV, diplomas and certificates. Applications submitted elsewhere will not be considered. Diploma Supplement is required to attach for European Master Diplomas outside Norway. Chinese applicants are required to provide confirmation of Master Diploma from <a data-mz=\"\" href=\"http://www.chsi.com.cn/en/\" rel=\"no-follow\">China Credentials Verification (CHSI).</a>\n\n\nIf you are invited for interview you must include certified copies of transcripts and reference letters. Please refer to the application 2020/35309 when applying.\n\n\nApplication deadline: 30.11.2020\n\n\nNTNU - knowledge for a better world\n\n\nThe Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.\n\n\nDepartment of Computer Science\n\n\nWe are the leading academic IT environment in Norway, and offer a wide range of theoretical and applied IT programmes of study at all levels. Our subject areas include hardware, algorithms, visual computing, AI, databases, software engineering, information systems, learning technology, HCI, CSCW, IT operations and applied data processing. The Department has groups in both Trondheim and Gjøvik. The <a data-mz=\"\" href=\"https://www.ntnu.edu/idi\" rel=\"no-follow\" target=\"_blank\">Department of Computer Science </a>is one of seven departments in the <a data-mz=\"\" href=\"https://www.ntnu.no/ie\" rel=\"no-follow\" target=\"_blank\">Faculty of Information Technology and Electrical Engineering </a>.\n\n\nDeadline 30th November 2020\nEmployer <a data-mz=\"\" href=\"http://www.ntnu.no/\" rel=\"no-follow\" target=\"_blank\">NTNU - Norwegian University of Science and Technology</a>\nMunicipality Gjøvik\nScope Fulltime\nDuration Temporary\nPlace of service Campus Gjøvik\n\n\n","pdfUrl1":null,"location":"Gjøvik, Norway","location1":"유럽","location2":null,"location3":null,"type":"2","applyUrl":"https://www.jobbnorge.no/jobseeker/#/application/apply/195114","fileUrl1":null,"fileUrl2":null,"fileUrl3":null,"fileUrl4":null,"fileUrl5":null,"fileUrl6":null,"fileUrl7":null,"workingHour":"Full Time","contractType":"Temporary","salary":null,"original_id":"UNI|230908","original_domain":"https://www.timeshighereducation.com/unijobs","original_url":"https://www.timeshighereducation.com/unijobs/listing/230908/postdoc-researcher-at-the-norwegian-colour-and-visual-computing-laboratory/?LinkSource=PremiumL","original_isPremium":"true","closeType":2,"closedAt":null,"requireEducation":0,"managerTel":"","managerFax":null,"managerEmail":"stine.t.r.nymoen@ntnu.no","managerName":"NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY ","managerPhone":null,"managerAddress":null,"log_hit":3,"log_like":0,"publishState":1,"organizationName":null,"organizationName_en":null,"organizationName_alt":null,"createdAt":"2020-10-25T00:00:00.000Z","updatedAt":"2020-10-25T20:53:19.000Z"},"organization":{"organizationId":1834,"lv1Id":null,"lv2Id":null,"name":"NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY","name_en":"NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY ","name_alt":",NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY,NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY - NTNU,NORWEGIAN UNIVERSITY OF SCIENCE & TECHNOLOGY -NTNU,NTNU,","introduction":"NTNU is a university with an international focus, with headquarters in <a href=\"https://www.ntnu.edu/lifeandhousing/trondheim\">Trondheim</a> and campuses in <a href=\"https://www.ntnu.edu/alesund\">Ålesund</a> and <a href=\"https://www.ntnu.edu/gjovik\">Gjøvik</a>.NTNU has a main profile in science and technology, a variety of programmes of professional study, and great academic breadth that also includes the humanities, social sciences, economics, medicine, health sciences, educational science, architecture, entrepreneurship, art disciplines and artistic activities.&nbsp;<h2>Organization, budget and employees</h2><ul><li><a href=\"https://www.ntnu.edu/faculties\">Nine faculties and faculty level groups and&nbsp;55&nbsp;departments</a></li><li>Budget: NOK 9,6&nbsp;billion, of which NOK 2,7 billion from external sources (2019)</li><li>7600&nbsp;full-time equivalents (FTEs) (2019).&nbsp;Two of three (4978)&nbsp;work with teaching, research and dissemination&nbsp;(academic positions), off which more than 42&nbsp;per cent are women and more than 30 per cent are international.</li><li><a href=\"https://www.ntnu.edu/research/partnership\">Close cooperation with SINTEF</a>, an R&amp;D organization with 1800 employees (both co-located with NTNU in Trondheim, and in Oslo)</li><li>Facilities (owned or rented) totalling 734&nbsp;000 m2</li><li><a href=\"https://www.ntnu.edu/ub/\">University Library</a>&nbsp;with&nbsp;16&nbsp;library departments, 2 million printed books,&nbsp;925&nbsp;000 e-books, 275 databases&nbsp;and over&nbsp;3 million&nbsp;annual full-text article downloads</li><li>&nbsp;</li></ul><h2>Studies</h2><ul><li>Specialization in technology and the natural sciences. 75 per cent of Norway's&nbsp;master candidates in technology</li><li>Educates most teachers (teacher training, lecturer, primary school, vocational), and in health and fine arts in Norway</li><li>Also offers a range of&nbsp;<a href=\"https://www.ntnu.edu/studies/allstudies\">bachelor's, master's and doctoral programmes</a>&nbsp;in humanities, social sciences, economics, medicine, health sciences, educational sciences, architecture, entrepreneurship and aesthetic disciplines</li><li>Professional degree programmes in medicine, psychology, architecture, the fine arts, music, and teacher education, in addition to technology</li><li>371 study programmes (2019), as well as further education</li><li>41 971&nbsp;registered&nbsp;students, of which about half study technology and the natural sciences (2019)</li><li>3629 (9 per cent) of the students are international, from 119 countries (2019)</li><li>Just over half of the students are women (2019)</li><li>Almost half of the students are in technical and natural sciences programmes (2019)</li><li>4175 registered students in&nbsp;<a href=\"https://www.ntnu.edu/continuing-education\">further education programmes</a>, experience-based master's and ICT courses (2018)</li><li>7220 bachelor's and master's degrees awarded (2018)</li><li>Dozens of international student exchange programmes and more than 300 cooperative or exchange agreements with 60 universities worldwide</li><li>More than 38 000 alumns worldwide</li><li>&nbsp;</li></ul><h2>Research and collaboration with business</h2><ul><li>Doctoral&nbsp;degrees: 394&nbsp;(2019)</li><li><a href=\"https://www.ntnu.edu/research/lab\">Many large and small aboratories</a></li><li>Horizon&nbsp;2020: <a href=\"https://www.ntnu.edu/horizon\">154 signed&nbsp;projects</a>&nbsp;(September 2019)</li><li><a href=\"https://www.ntnu.no/forskning/satsingsomraader\">Four Strategic Research Areas</a>&nbsp;in the period&nbsp;2014–2023</li><li><a href=\"https://www.ntnu.edu/innovation-resources\">Innovation Resources</a></li><li>&nbsp;</li></ul><h2>Strategies, plans and reports</h2><ul><li><a href=\"https://www.ntnu.edu/organization\">Strategies, plans and reports</a></li><li><a href=\"https://innsida.ntnu.no/wiki/-/wiki/English/Ready-made+presentations+about+NTNU\">Presentations about NTNU</a></li><li>&nbsp;</li></ul><h2>The history of NTNU</h2><ul><li><a href=\"https://www.nobelprize.org/prizes/medicine/2014/summary/\">The Nobel Prize in Medicine or Physiology 2014</a>&nbsp;was awarded to the brain researchers May-Britt Moser and Edvard Moser at NTNU and&nbsp;John O'Keefe at&nbsp;University College London.</li><li>Two students at former&nbsp;<a href=\"https://en.wikipedia.org/wiki/Norwegian_Institute_of_Technology\">NTH – Norwegian Institute of Technology</a>&nbsp;are awarded the Nobel Prize:&nbsp;<a href=\"https://www.nobelprize.org/prizes/physics/1973/summary/\">Ivar Giæver in Physics 1973</a>&nbsp;and&nbsp;<a href=\"https://www.nobelprize.org/prizes/chemistry/1968/summary/\">Lars Onsager in Chemistry 1968</a></li><li>NTNU was established in 1996 after the&nbsp;merger of six research and higher educational institutions in Trondheim.</li><li><a href=\"https://en.wikipedia.org/wiki/Norwegian_University_of_Science_and_Technology#History\">More about the history of NTNU</a>.</li></ul>","logoImg":"https://researchtestjob.s3.amazonaws.com/assets/logo/1834-logo.png","logoImgSquare":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/wkjelsjdflksjfl_1537498316760.png","homepageUrl":"https://www.ntnu.edu/","infoUrl":null,"country":"NO","state":"Trondheim","location":"유럽","address":"Høgskoleringen 1, 7491 Trondheim, Norway","phoneNumber":"+47 73 59 50 00","faxNumber":null,"type":1,"univType1":"","univType2":"대학교","univType3":"","univType4":"","establishedAt":"1760-01-01T00:00:00.000Z","count_majors":null,"count_students":null,"meta_competitiveness":null,"publishState":1,"updatedAt":"2020-04-07T10:09:53.000Z","createdAt":"2020-03-04T20:13:07.000Z","default_1_bannerImage":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/ntnu_220573992782.png","default_1_bannerImageMobile":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/ntnu_m_332661862658.png","default_2_bannerImage":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/gold_NORWEGIAN_958652504085.png","default_2_bannerImageMobile":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/gold_m_NORWEGIAN_970845399410.png","default_3_bannerImage":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/NORWEGIANUNIVERSITYOFSCIENCE&TECHNOLOGY_1424619533704.jpg","default_3_bannerImageMobile":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/NORWEGIANUNIVERSITYOFSCIENCE&TECHNOLOGY_1330110681812.jpg"}}