Research Fellow (1-year contract), Living Analytics Research Centre

Singapore Management University| Date Posted: 18-Mar-2021
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Job Nature:
Contract
Position Level:
Manager
Job Category:
Qualification:
Masters / PhD

Job Description

  • Design research methodologies and develop algorithms and models
  • Design and develop hybrid approaches combining knowledge graph, machine-learning/deep learning and multi-task learning in training AI models
  • Design, conduct experiments and implement applications, tools and systems
  • Assist to develop analytics capabilities in big data infrastructure

Qualifications

  • PhD in Computer Science or related disciplines
  • Good knowledge in relevant research topics and possess related research skills
  • Proficiency in at least one or more of these programming languages: Python, Java, C#, C++ and C
  • Familiarity with one or more of the open source NLP frameworks (BERT, NLTK, SpaCy, ULMFiT)
  • Prior research in the AI, Deep Learning and Machine Learning field is an added advantage, preferably with significant hands-on experience with frameworks such as Tensorflow, Keras, PyTorch Self-motivated and able to carry out tasks independently
  • Excellent team player and possess strong inter-personal skills
  • Analytical and meticulous with attention to details
Company Overview
Singapore Management University