Research Assistant, Machine Learning and NLP - JOBS.ac.kr(잡스) - 대한민국 최대 석박사 채용정보, 잡스!

{"job":{"jobId":2461154,"fk_accountId":null,"fk_organizationId":483,"fk_adminAccountId":null,"title":"Research Assistant, Machine Learning and NLP","description":"\n\nJob Description\n\n\nThe Institute of Data Science at National University of Singapore (NUS) is looking for pre-doctoral Research Assistants to work on machine learning (ML) and natural language processing (NLP) research for indigenous/vernacular languages. The project (see <a data-mz=\"\" href=\"http://ids.nus.edu.sg/nlp.html\" rel=\"no-follow\">http://ids.nus.edu.sg/nlp.html</a>) is a newly-funded international collaboration between Singapore and New Zealand on data science, focusing on multi-lingual Q&amp;A for revitalising and facilitatng indigenous/vernacular languages in Southeast Asia and New Zealand through AI and data science. The NUS team, led by Professors See-Kiong Ng and Stephane Bressan, will be working closely with the NZ team led by Professors Ruili Wang (Massey University), Michael Witbrock (Auckland University) and Te Taka Keegan (University of Waikato) in this 3-year project.\n\n\nThe pre-doctoral Research Assistants will be responsible for undertaking novel research in ML and NLP, focusing on multi-lingual Q&amp;A for low-resource languages. The research should lead to publications in top-tier international conferences and journals, new research resources such as well-annotated NLP datasets, and implementations in real-world applications.\n\n\nThe initial appointment will be for one year, with the possibility to extend based on performance. Selected candidates will be offered with attractive/competitive salaries and benefits.\n\n\nResponsibilities:\n\n\n<ul>\n<li>Research and develop new ML-based methodologies and algorithms in NLP for multi-lingual Q&amp;A in low-resourced languages</li>\n<li>Design and implement data collection for NLP research for regional indigenous/vernacular languages</li>\n<li>Participate in knowledge exchange and knowledge transfer activities with external partners and collaborators</li>\n</ul>\n\n\nQualifications\n\n\nRequirements:\n\n\n<ul>\n<li>A B.S. or M.S. in Computer Science or equivalent, with specialization in machine learning and natural language processing, and with a PhD degree expected within a year;</li>\n<li>Proven ability to conduct independent research with a strong and relevant publication record;</li>\n<li>Prior experience in computational linguistics or NLP, and state-of-the-art ML techniques such as few-shot learning and transfer learning would be a plus;</li>\n<li>Excellent interpersonal communication and oral presentation skills in English;</li>\n<li>Experienced in working in a team, with people of diverse skillsets and cultural background.</li>\n</ul>\n\n\nCovid-19 Message\n\n\nAt NUS, the health and safety of our staff and students are one of our utmost priorities, and COVID-vaccination supports our commitment to ensure the safety of our community and to make NUS as safe and welcoming as possible. Many of our roles require a significant amount of physical interactions with students/staff/public members. Even for job roles that may be performed remotely, there will be instances where on-campus presence is required.\n\n\nTaking into consideration the health and well-being of our staff and students and to better protect everyone in the campus, applicants are strongly encouraged to have themselves fully COVID-19 vaccinated to secure successful employment with NUS.\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-Assistant-Kent/3550344/","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|315303","original_domain":"timeshighereducation.com","original_url":"https://www.timeshighereducation.com/unijobs/listing/315303","original_isPremium":null,"closeType":1,"closedAt":"2022-12-04T00:00:00.000Z","requireEducation":10,"managerTel":"","managerFax":null,"managerEmail":null,"managerName":"NATIONAL UNIVERSITY OF SINGAPORE","managerPhone":null,"managerAddress":"Singapore","log_hit":13,"log_like":0,"publishState":1,"organizationName":null,"organizationName_en":null,"organizationName_alt":null,"del_yn":"N","createdAt":"2022-11-04T15:32:02.000Z","updatedAt":"2022-11-04T15:32:02.000Z"},"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"}}