Research Scientist

7 days ago

Singapore NANYANG TECHNOLOGICAL UNIVERSITY Full time
Roles & Responsibilities

A Corp Lab in NTU is looking for a Research Scientist to conduct research on a Vision-Language project to conduct the research on visual reasoning, vision and language, causal reasoning.

Key Responsibilities:

  • Development of machine reasoning methods.
  • Development of vision-language methods for vision and language, including visual question answering, visual dialog, visual commonsense reasoning, visual captioning.
  • Development of causal reasoning tools, including causal inference, counterfactual analysis, causal discovery.
  • Development of deep learning methods and theory.
  • Development of computer vision methods.
  • Development of natural language processing methods.
  • Development of causal inference theory.

Job Requirements:

  • PhD. in Computer Science, Electrical Engineering or related disciplines.
  • Minimum 3 years of related work experience.
  • At least 3 topic-related publications in top-tier journals and conferences, including CVPR, ICCV, ECCV, NeurIPS, ICML, AAAI, TPAMI, IJCV, TIP, TMM.
  • Deep understanding of the theory of Machine Learning, Deep Learning, Computer Vision and Causal Inference.
  • Experience in at least one Deep Learning framework such as Tensorflow, Pytorch, MXNet and Programming Languages such as Python, Matlab, R and/or C/C++.
  • Demonstrated project experience related to causal inference will be an advantage.
  • Good written and oral communication skills.

We regret that only shortlisted candidates will be notified.


Tell employers what skills you have

TensorFlow
Machine Learning
Oral Communication Skills
Natural Language Processing
Critical Thinking
Knowledge Management
Urban Planning
Data Integration
Web Technologies
Computer Vision
PyTorch
Matlab
Python
Publications
Electrical Engineering
C++

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