{"job":{"jobId":2422281,"fk_accountId":null,"fk_organizationId":483,"fk_adminAccountId":null,"title":"Research Associate, Department of Architecture","description":"\n\n<p style=\"margin-bottom: 20px; font-family: san-serif;\"><b>Job Description</b></p>\n\n\n<p style=\"margin-bottom: 20px; font-family: san-serif;\">We are looking for a Research Associate to work on a project entitled “Data modelling and integration for environmental-behavioural data analytics”. The aim of the project is to explore the integration of building models, geospatial data and time-based sensor data within a common CityGML data model, in order to support environmental-behavioural data analytics research. The objectives of the research proposal are threefold:</p>\n\n\n<ol>\n<li>Develop a common data model as an extension of CityGML that supports the integration of the various kinds of data resources — to support environmental- behavioural data analytics —, thereby resolving ontological differences between these data resources.</li>\n<li>Develop the necessary algorithms and procedures to automatically convert and integrate the various data resources into the common CityGML-based data model.</li>\n<li>Demonstrate and test the common data model and data integration algorithms in support of environmental-behavioural data analytics.</li>\n</ol>\n\n\n<p style=\"margin-bottom: 20px; font-family: san-serif;\">This research builds upon previous research (<a data-mz=\"\" href=\"https://ifc2citygml.github.io\" rel=\"no-follow\" target=\"_blank\">https://ifc2citygml.github.io</a>) in the conversion of Building Information Models in the Industry Foundation Classes (IFC) format into CityGML and extends on its results.</p>\n\n\n<p style=\"margin-bottom: 20px; font-family: san-serif;\"><b>Qualifications</b></p>\n\n\n<p style=\"margin-bottom: 20px; font-family: san-serif;\">The candidate is expected to have expertise in computer programming or scripting. Additional expertise in data analytics or Geographic Information Systems (GIS) is desirable. Alternatively, an understanding of data formats and standards, and practical knowledge of Building Information Modelling (BIM) is beneficial as well. The candidate will work within a team. The candidate will have a Bachelors, Masters or PhD degree in architecture, geography, computer science, or closely related field from a reputable university.</p>\n\n\n<p style=\"margin-bottom: 20px; font-family: san-serif;\"><strong>Job responsibilities may include:</strong></p>\n\n\n<ol>\n<li>Literature review and data collection</li>\n<li>Requirement specification and general data modelling</li>\n<li>Conversion rule development in Java</li>\n<li>Data conversion, integration and testing</li>\n<li>Data analytics</li>\n<li>Documenting the research done</li>\n</ol>\n\n\n","pdfUrl1":null,"location":"Singapore","location1":"아시아","location2":null,"location3":null,"type":"2","applyUrl":"https://careers.nus.edu.sg/NUS/job/Kent-Ridge-Research-Associate-%28Department-of-Architecture%29-Kent/6179044/","fileUrl1":null,"fileUrl2":null,"fileUrl3":null,"fileUrl4":null,"fileUrl5":null,"fileUrl6":null,"fileUrl7":null,"workingHour":"Full Time","contractType":"Permanent","salary":null,"original_id":"UNI|279170","original_domain":"timeshighereducation.com","original_url":"https://www.timeshighereducation.com/unijobs/listing/279170","original_isPremium":null,"closeType":1,"closedAt":"2022-02-25T00:00:00.000Z","requireEducation":10,"managerTel":null,"managerFax":null,"managerEmail":null,"managerName":"NATIONAL UNIVERSITY OF SINGAPORE","managerPhone":null,"managerAddress":"Singapore","log_hit":2,"log_like":0,"publishState":1,"organizationName":null,"organizationName_en":null,"organizationName_alt":null,"del_yn":"N","createdAt":"2022-01-26T18:34:41.000Z","updatedAt":"2022-01-26T18:34:41.000Z"},"organization":{"organizationId":483,"lv1Id":null,"lv2Id":null,"name":"National University of Singapore","name_en":"National University of Singapore","name_alt":",","introduction":"<p>As Singapore’s flagship university and among Asia’s best, the <a href=\"http://www.nus.edu.sg/\">National University of Singapore (NUS)</a> offers a global approach to education, research and entrepreneurship, with a focus on Asian perspectives and expertise.</p><p> </p><p>Our 17 faculties across three campuses in Singapore – Kent Ridge, Bukit Timah and Outram – provide a rigorous broad-based curriculum underscored by cross-faculty enrichment. We have pioneered many innovative academic programmes which include student exchange, entrepreneurial internships at <a href=\"https://enterprise.nus.edu.sg/educate/nus-overseas-colleges\">12 NUS Overseas Colleges</a>, as well as double, joint and concurrent degree programmes with some of the world’s best universities. Close to 40,000 students from 100 countries enrich our vibrant and diverse campus community.</p><p> </p><p>The University’s multidisciplinary and real-world approach to education, research and entrepreneurship enables us to work closely with industry, governments and academia to address crucial and complex issues relevant to Asia and the world. Researchers in our faculties, 29 university-level research institutes, research centres of excellence and corporate labs focus on themes that include energy, environmental and urban sustainability; treatment and prevention of diseases common among Asians; active ageing; advanced materials; as well as risk management and resilience of financial systems. The University’s latest research focus is to use data science, operations research and cybersecurity to support Singapore's Smart Nation initiative. We also strive to create a supportive and innovative environment to promote creative enterprise within our community.</p>","logoImg":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/다운로드(2)_1347216054377.png","logoImgSquare":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/bin/1200px-NUS_coat_of_arms_196665413153.svg","homepageUrl":"http://www.nus.edu.sg","infoUrl":"https://www.timeshighereducation.com/world-university-rankings/national-university-singapore","country":"SG","state":"Singapore","location":"아시아","address":"21 Lower Kent Ridge Road, 119077, Singapore","phoneNumber":"+65 6516 6666","faxNumber":"","type":1,"univType1":"대학","univType2":"대학교","univType3":"","univType4":"본교","establishedAt":"1970-01-01T00:00:00.000Z","count_majors":null,"count_students":null,"meta_competitiveness":"","publishState":1,"updatedAt":"2020-04-03T18:01:08.000Z","createdAt":"2020-03-04T20:13:07.000Z","default_1_bannerImage":null,"default_1_bannerImageMobile":null,"default_2_bannerImage":null,"default_2_bannerImageMobile":null,"default_3_bannerImage":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/production/images/1644197582127/special_NUS.jpg","default_3_bannerImageMobile":null}}