• Develop and deploy advanced vision and learning algorithms to solve industrial problems.
• Provide research consultancy on applied projects: determine the scope of the problem, the best place to apply machine learning, and evaluate different approaches.
• Interface with product teams to identify potential new problem areas for future projects.
• Experience in analyzing and extracting valuable information from million-scale business data
• Plan and execute cutting-edge research with focuses on object detection, image classification, and image retrievals.
• Report and present experimental results and research findings clearly and efficiently, both internally and externally.
Knowledge Must have: • Proven knowledge in deep learning. Nice to have: • Solid background in machine learning. Implement Experience Must have: • Python or C++ and with a desire to learn more. • Experiences in developing computer vision algorithms. • Experiences in developing algorithms in Linux environment. Nice to have: • Experiences in using TensorFlow, PyTorch and / or Caffe (or related tools). Research Experiences Must have: • Experiences in computer vision. Nice to have: • Experiences in deep learning. Best to have: • Have deep learning related publications related to network architecture or computer vision.