Job Description

A Research Scientist position is available immediately at the Centre for Frontier AI Research (CFAR), A.STAR, Singapore. We are seeking candidates interested in working on research topics of self-supe A Research Scientist position is available immediately at the Centre for Frontier AI Research (CFAR), A.STAR, Singapore. We are seeking candidates interested in working on research topics of self-supervised learning and continual learning. Candidates should have expertise in at least one of the following areas, in addition to a strong machine learning background: continual learning, online learning, anomaly detection, curriculum learning, meta-learning, Unsupervised learning, Bayesian learning, and Optimization. Successful applicants will work with an interdisciplinary team to conduct R&D on self-supervised learning, continual learning and their applications for niche applications. Main tasks include but not limited to: Perform research on self-supervised learning, domain adaptation and continual learning. Publish research papers on top conferences or journals. Job Requirements PhD degree in computer science, engineering or related field. Strong knowledge and expertise in machine learning. Knowledge and expertise in self-supervised learning, online/continual learning, activity recognition, time-series sensory data analysis, etc. Proficiency in programming skills. Familiar with Python programming and deep learning tools of PyTorch/TensorFlow Ability to work independently, as well as in teams, highly desired. Proficiency in spoken and written English Good communication skills Publication on top venues