{"job":{"jobId":1210807,"fk_accountId":null,"fk_organizationId":507,"fk_adminAccountId":null,"title":"Research Associate","description":"\n\n<p>Rolls-Royce@NTU Corporate Lab is looking for a Research Associate to work in our project on Artificial Intelligence for smart discovery, a sub-project under Data Analytics and Complex Systems. The project aims to provide data analytics users (e.g. data scientists, subject matter experts, laymen, etc..) with tools and processes to examine large datasets and overcome tedious and time-consuming processes such as: Signal enhancement, feature generation and visualization; Knowledge representation and real time analysis.</p>\n\n\n<p><strong>This project will have the following key deliverables:</strong></p>\n\n\n<ul>\n<li>Baseline prototype development for feature engineering</li>\n<li>Enhancement on baseline system for smart discovery</li>\n<li>Demonstration of final prototype of knowledge discovery and layman analytics capability</li>\n<li>Development of novel algorithms and IPs related to the project scope</li>\n</ul>\n\n\n<p><strong>Responsibilities</strong></p>\n\n\n<ul>\n<li>Conduct in-depth research on time-series data to examine various features associated with rare events detection, automatic identification of important parameters, weak signal detection and enhancement and unsupervised clustering of time series data</li>\n<li>Prototype development for feature engineering and enhancement on baseline systems for smart discovery</li>\n<li>Explore novel machine learning based algorithms to automate and speed up feature engineering for time series data</li>\n</ul>\n\n\n<p><strong>Requirements</strong></p>\n\n\n<ul>\n<li>A good Master degree holder with sufficient research experience in one of the following areas: Data Analytics, Machine Learning, AI or related fields </li>\n<li>Good experiences in one or more of the following areas: time series data analysis, signal enhancement and feature extraction, auto feature engineering tools, big data processing, machine learning algorithms, neural networks</li>\n<li>Excellent programming skills in PYTHON, R, MATLAB, C/C++, etc.</li>\n<li>Excellent analytical, technical and problem-solving skills</li>\n<li>Good publication record in reputable journals and/or conferences</li>\n<li>A team player with good people skills, innovative, resourceful and self-motivated.</li>\n<li>Strong verbal and written communication skills.</li>\n</ul>\n\n\n<p>The successful candidate will receive a competitive remuneration package commensurate with their qualifications and experience.</p>\n\n\n<p>Please note that only successful candidates would be notified.</p>\n\n\n","pdfUrl1":null,"location":"Singapore","location1":"아시아","location2":null,"location3":null,"type":"2","applyUrl":"https://ntu.wd3.myworkdayjobs.com/en-US/Careers/job/NTU-Main-Campus-Singapore/Research-Associate_R00001233","fileUrl1":null,"fileUrl2":null,"fileUrl3":null,"fileUrl4":null,"fileUrl5":null,"fileUrl6":null,"fileUrl7":null,"workingHour":"Full Time","contractType":"Permanent","salary":null,"original_id":"UNI|222857","original_domain":"https://www.timeshighereducation.com/unijobs","original_url":"https://www.timeshighereducation.com/unijobs/listing/222857/research-associate/?LinkSource=PremiumListing","original_isPremium":"true","closeType":2,"closedAt":null,"requireEducation":0,"managerTel":"","managerFax":null,"managerEmail":null,"managerName":"NANYANG TECHNOLOGICAL UNIVERSITY","managerPhone":null,"managerAddress":null,"log_hit":2,"log_like":0,"publishState":1,"organizationName":null,"organizationName_en":null,"organizationName_alt":null,"createdAt":"2020-08-26T00:00:00.000Z","updatedAt":"2020-09-18T11:59:15.000Z"},"organization":{"organizationId":507,"lv1Id":null,"lv2Id":null,"name":"Nanyang Technological University, Singapore","name_en":"Technological University","name_alt":",Nanyang Technological University,NANYANG TECHNOLOGICAL UNIVERSITY,","introduction":"<p>A research-intensive public university, NTU Singapore has 33,000 undergraduate and postgraduate students in the colleges of Engineering, Business, Science, and Humanities, Arts and Social Sciences, and at its Lee Kong Chian School of Medicine which was established jointly with Imperial College London.</p><p>&nbsp;</p><p>Named the world’s fastest-rising young university by Times Higher Education, Nanyang Technological University (NTU Singapore) is also one of the youngest in the global league of universities.</p><p>&nbsp;</p><p>Its 200-hectare (500 acres) garden campus has frequently been named among the Top 15 most beautiful in the world. An environmentally sustainable campus, 95 per cent of its buildings are Green Mark Platinum-certified (equivalent to LEED-Platinum certification in the USA).</p><p>Beyond its picturesque buildings and lush greenery, NTU has a vision to transform its vast grounds into a Smart Campus that embraces digital technology to support learning and discovery, and improve the sustainability of resources.</p><p>&nbsp;</p><p>The NTU Smart Campus is already a living testbed for various sustainable and energy-efficient technologies. NTU strives to serve as a model for other communities in Singapore and around the globe by demonstrating how advanced tech-enabled solutions can help improve everyday life in a sustainable manner.</p><p>&nbsp;</p><p>For example, on the NTU Smart Campus, it already has a number of partnerships with leading players such as BMW, Volvo Bus, Blue Solutions and SMRT to drive the future of smart transportation, developing solutions for both electric and autonomous vehicles.</p><p>&nbsp;</p><p>Interdisciplinary in focus, NTU’s high-impact research includes areas of global concern, such as artificial intelligence, robotics, sustainability, healthcare, new media and future learning. It hosts two national research centres of excellence, the Singapore Centre on Environmental Life Sciences Engineering (SCELSE) and Earth Observatory of Singapore (EOS), tackling important questions in environment and medicine.</p><p>&nbsp;</p><p>NTU is also home to world-class institutes. The National Institute of Education trains all teachers in Singapore, which is known for having one of the most successful education systems in the world. Other key institutes are the Nanyang Environment &amp; Water Research Institute, and the Energy Research Institute @ NTU.</p>","logoImg":"","logoImgSquare":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/sdujfsjlkrfs_1035409752294.png","homepageUrl":"https://www.ntu.edu.sg","infoUrl":"https://www.timeshighereducation.com/world-university-rankings/nanyang-technological-university-singapore","country":"SG","state":"Singapore","location":"아시아","address":"50 Nanyang Avenue, 639798, Singapore","phoneNumber":"+65 6791 1744","faxNumber":"","type":1,"univType1":"대학","univType2":"대학교","univType3":"공립","univType4":"본교","establishedAt":"1991-01-05T00:00:00.000Z","count_majors":null,"count_students":null,"meta_competitiveness":"","publishState":1,"updatedAt":"2020-03-18T16:16:59.000Z","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/dev/images/NANYANGtechnology_147034590338.jpg","default_3_bannerImageMobile":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/NANYANGtechnology_142258133927.jpg"}}