Research Engineer, Data Analyst - JOBS.ac.kr(잡스) - 대한민국 최대 석박사 채용정보, 잡스!

{"job":{"jobId":2487636,"fk_accountId":null,"fk_organizationId":483,"fk_adminAccountId":null,"title":"Research Engineer, Data Analyst","description":"\n\nJob Description\n\n\nIn this position, you will be working on end-to-end data pipeline implementation from understanding research objectives, data collection using cameras and wearable sensor technology, exploratory data analysis, cleaning and pre-processing of raw data, modelling (using Machine Learning/Deep Learning techniques) and sharing of insights to stakeholders using visualizations. The goal is to find a relationship between qualitative and quantitative data in order to understand passengers’ preferences and improving the passengers’ inflight experience. You will work closely with hardware engineers, design researchers and project manager to successfully collect data from sensors in a cabin stimulator, leverage predictive modelling and provide meaningful insights.\n\n\nRequirements\n\n\n<ul>\n<li>Bachelor's or Master’s degree (preferred) in Data Science, Computer Science, Engineering and Mathematics, Statistics or a related-field</li>\n<li>Applied experience with statistical modelling (hypothesis testing), machine learning (supervised and unsupervised learning techniques) and modern deep learning architectures</li>\n<li>(CNNs, LSTMs).</li>\n<li>Experience with at least one programming language (with a preference for those commonly used in machine learning or scientific computing such as Python or C++)</li>\n<li>Proficient in digital signal processing and data analysis</li>\n<li>Familiar with embedded coding and iOS/Android app development</li>\n<li>Experience exploring, analysing, and visualising data.</li>\n<li>Hands-on experience using PyTorch, TensorFlow, Pandas, NumPy, Sklearn or similar machine learning/scientific libraries.</li>\n<li>Proficient in handling complex requirements and turn into computation logic</li>\n<li>Candidate should like reading documentation and research papers.</li>\n<li>Able to communicate and relay Data Science solutions adequately to business stakeholders.</li>\n<li>Candidate should be comfortable working on multiple projects and in a dynamic environment.</li>\n<li>Candidate should be able to work independently as well as be a team player.</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/SPECIALTY-RESEARCH-INSTCTRS-Research-Engineer-%28Data-Analyst%29-Kent/14027744/","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|350073","original_domain":"timeshighereducation.com","original_url":"https://www.timeshighereducation.com/unijobs/listing/350073","original_isPremium":null,"closeType":1,"closedAt":"2023-09-23T00:00:00.000Z","requireEducation":10,"managerTel":"","managerFax":null,"managerEmail":null,"managerName":"NATIONAL UNIVERSITY OF SINGAPORE","managerPhone":null,"managerAddress":"Singapore","log_hit":1,"log_like":0,"publishState":1,"organizationName":null,"organizationName_en":null,"organizationName_alt":null,"del_yn":"N","createdAt":"2023-08-24T13:05:49.000Z","updatedAt":"2023-08-24T13:05:49.000Z"},"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"}}