09.07.2023
Assistant Director (Data Engineer), Applications of Teaching and Learning Analytics for Students
Nanyang Technological University
Singapore, NTU Main Campus, Singapore
Bachelors degreeGraduate degree
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The NTU education strategy 2025 is leveraging learning analytics to improve teaching and learning. This data engineer position would be critical in ensuring that we are able to achieve our learning analytics strategies and milestones on time. The role will report to Head of Applications of Teaching and Learning Analytics for Students (ATLAS@NTU) under the Institute for Pedagogical Innovation, Research Excellence (InsPIRE) and dotted line to Centre for IT Services (CITS) - InfraComm Infrastructure. The incumbent is responsible for supporting the learning analytics efforts at the university. The candidate plays an instrumental role in building an educational data hub with Denodo and the implementation of a new platform to manage machine leaning models. Key Responsibilities: Propose effective ways to continuously enhance data quality, governance and performance of educational data hub and data science machine learning platform. Deploy, fine-tune and maintain Learning Analytics models Review the development of Learning Analytics models Manage the education data hub that is based on Denodo Address technical issues relating to the education data hub, dashboards and applications Organise learning analytics ethics committee meetings Involve in planning activities within InsPIRE and CITS. Requirements: At least a bachelor’s in computer science, software or computer engineering, applied math, physics, statistics, or a related field. At least 7 years of work experience, including at least 5 years in of technical experience in data virtualisation, data science platform, Cloud AI/ML technologies and data governance. Certification in any analytic platform (such as Azure, AWS, Denodo, etc.) would be a bonus. Proactive in identifying gaps and proposing solutions Team player (willing to collaborate with others in their work, learn on the job, and support other cross department initiatives when needed) Hiring Institution: NTU A research-intensive public university, Nanyang Technological University, Singapore (NTU Singapore) has 33,000 undergraduate and postgraduate students in the Engineering, Business, Science, Humanities, Arts, Social Sciences, and Graduate colleges. It also has a medical school, the Lee Kong Chian School of Medicine, established jointly with Imperial College London. NTU is also home to world-class autonomous institutes – the National Institute of Education, S Rajaratnam School of International Studies, Earth Observatory of Singapore, and Singapore Centre for Environmental Life Sciences Engineering – and various leading research centres such as the Nanyang Environment Water Research Institute (NEWRI) and Energy Research Institute @ NTU (ERI@N). Ranked amongst the world’s top universities by QS, NTU has also been named the world’s top young university for the past seven years. The University’s main campus is frequently listed among the Top 15 most beautiful university campuses in the world and has 57 Green Mark-certified (equivalent to LEED-certified) buildings, of which 95% are certified Green Mark Platinum. Apart from its main campus, NTU also has a campus in Novena, Singapore’s healthcare district. Under the NTU Smart Campus vision, the University harnesses the power of digital technology and tech-enabled solutions to support better learning and living experiences, the discovery of new knowledge, and the sustainability of resources. For more information, visit www.ntu.edu.sg About NIE About RSIS About LKCMedicine About NTUItive
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