Senior Deep Learning Engineer

1 week ago


Adelaide, South Australia beBeeResearch Full time $102,952 - $144,368
Job Opportunity

We are seeking a skilled Postdoctoral Researcher to contribute to world-leading Augmented Reasoning research projects.

The Australian Institute for Machine Learning is a leading computer vision and machine learning research group, and this project focuses on Extending and Exploiting Class Hierarchies in Deep Learning.

Key Research Directions:

  • Extension of existing methods to directed acyclic graphs (DAGs)
  • Development of novel loss functions and training strategies
  • Long-tail and class-imbalanced learning
  • Representation learning and transfer learning
  • Open-set recognition
  • Object detection and tracking

To be successful, you will need:

  1. PhD in Computer Science or related discipline, or equivalent industry experience
  2. Expert knowledge in machine learning and deep learning, including areas like classification/detection, object tracking, representation learning, and few-shot learning
  3. Strong programming skills, including Python, C++, NumPy, PyTorch, TensorFlow
  4. Track record of publications in top-tier venues for machine learning, AI, computer vision, and robotics
  5. Strong work ethic, ability to work independently and as part of a team
  6. Fluency in written and spoken English, with ability to communicate scientific ideas to an expert audience
  7. Commitment to equity, diversity, and inclusion principles
  8. For Level C, post-doctoral research experience and track record of building new research directions


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