Research Assistant, Safety Analytics - JOBS.ac.kr(잡스) - 대한민국 최대 석박사 채용정보, 잡스!

{"job":{"jobId":2490419,"fk_accountId":null,"fk_organizationId":483,"fk_adminAccountId":null,"title":"Research Assistant, Safety Analytics","description":"\n\nJob Description\n\n\nThe successful candidates will contribute to research activities related to evaluation and development of machine learning models for classifying construction contractors based on their safety risks. The analysis would help to proactively identify at-risk contractors so that interventions can be implemented to prevent accidents. The candidates shall work under the supervision of the Principal Investigator (PI) to conduct academic research and/ or administrative work. Specific job activities may include:\n\n\n<ul>\n<li>Conduct literature review on topics related to the project;</li>\n<li>Design machine learning experiments and analyses related to clustering and classifying of contractors;</li>\n<li>Collect and clean data obtained from the collaborators;</li>\n<li>Conduct unsupervised and supervised learning analyses;</li>\n<li>Liaise with collaborators on meetings and data collections;</li>\n<li>Write research papers, reports and proposals;</li>\n<li>And any other tasks required by the principal investigator.</li>\n</ul>\n\n\nJob Requirements\n\n\n<ul>\n<li>A Bachelor's degree within the fields of computer science, engineering, statistics, mathematics, or related field and with at least 2 years’ relevant work experience, and good knowledge, skills and expertise in relevant field</li>\n<li>Strong analytics and machine learning background;</li>\n<li>Competent with Python machine learning packages such as Scikit learn, Numpy, and Pandas;</li>\n<li>Willing to learn, independent, leadership qualities, team player, professional, proactive, communicative, and responsible; and</li>\n<li>Strong English writing and communication skills.</li>\n</ul>\n\n\nCandidates with the following will be preferred (not compulsory):\n\n\n<ul>\n<li>Prior experience with safety research;</li>\n<li>Publications in peer-reviewed journals;</li>\n<li>Work experience in project management, construction or related industry.</li>\n</ul>\n\n\nMore Information\n\n\nLocation: Kent Ridge Campus\nOrganization: College of Design and Engineering\nDepartment : The Built Environment\nEmployee Referral Eligible: No\nJob requisition ID : 20036\n\n\n","pdfUrl1":null,"location":"Singapore","location1":"아시아","location2":null,"location3":null,"type":"2","applyUrl":"https://careers.nus.edu.sg/NUS/job/COLLEGE-OF-DESIGN-&-ENG-Research-Assistant-%28Safety-Analytics%29-Kent/14977044/","fileUrl1":null,"fileUrl2":null,"fileUrl3":null,"fileUrl4":null,"fileUrl5":null,"fileUrl6":null,"fileUrl7":null,"workingHour":"Full Time","contractType":"Fixed Term","salary":null,"original_id":"UNI|351754","original_domain":"timeshighereducation.com","original_url":"https://www.timeshighereducation.com/unijobs/listing/351754","original_isPremium":null,"closeType":1,"closedAt":"2023-10-12T00:00:00.000Z","requireEducation":10,"managerTel":null,"managerFax":null,"managerEmail":null,"managerName":"NATIONAL UNIVERSITY OF SINGAPORE","managerPhone":null,"managerAddress":"Singapore","log_hit":0,"log_like":0,"publishState":1,"organizationName":null,"organizationName_en":null,"organizationName_alt":null,"del_yn":"N","createdAt":"2023-09-12T14:55:42.000Z","updatedAt":"2023-09-12T14:55:42.000Z"},"organization":{"organizationId":483,"lv1Id":null,"lv2Id":null,"name":"National University of Singapore","name_en":"National University of Singapore","name_alt":",","introduction":"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.&nbsp;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.&nbsp;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.","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/1673600957724/National University of Singapore.jpg","default_3_bannerImageMobile":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/production/images/1673600962037/National University of Singapore.jpg"}}