Senior Research Expert in Vision and Language

3 days ago


Singapore NANYANG TECHNOLOGICAL UNIVERSITY Full time
Job Description

We are seeking a highly skilled Senior Research Expert in Vision and Language to join our research team at NANYANG TECHNOLOGICAL UNIVERSITY. The ideal candidate will have a strong background in machine learning, deep learning, computer vision, and causal inference.

The successful candidate will be responsible for developing novel methods for visual reasoning, vision-language understanding, and causal reasoning. This includes the development of deep learning models, computer vision techniques, and natural language processing methods.

Key Responsibilities:
  • Develop and implement new machine learning and deep learning algorithms for visual reasoning and vision-language tasks.
  • Design and develop novel computer vision and natural language processing methods for causal reasoning.
  • Collaborate with researchers to integrate causal inference theory into deep learning frameworks.
Requirements:
  • Ph.D. in Computer Science, Electrical Engineering, or related disciplines.
  • Minimum 3 years of experience in related work, preferably in academia or research institutes.
  • Strong publication record in top-tier conferences and journals, including CVPR, ICCV, ECCV, NeurIPS, ICML, AAAI, TPAMI, IJCV, TIP, and TMM.
  • Expertise in deep learning frameworks such as TensorFlow, PyTorch, and MXNet.
  • Experience with programming languages such as Python, Matlab, R, and C/C++.
Estimated Salary:

$120,000 - $180,000 per annum, depending on experience.

Benefits:
  • Opportunities for professional growth and development.
  • A collaborative and dynamic research environment.
  • A comprehensive benefits package, including health insurance and retirement plans.


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