Join the creative thinkers at HTC Healthcare. At this innovation center we are looking for brilliant talents to join our team. We help create the exciting future of AI-powered services. Our work is creative, stimulating, and fun. Our atmosphere is open, friendly, and inspiring.
DeepQ: https://Deepq.com
Job Duty:
1. Design of state-of-the-art deep neural networks to solve medical imaging problems
2. Code implementation, parallel computation and optimization
3. Test and evaluate algorithms on large medical datasets to prove robustness
4. Iterate with user feedback, and deliver production-ready code
5. Cooperation with team members
Requirements:
- Deep learning such as CNN, RNN and GAN
- Object detection such as Faster RCNN and YOLO
- Image segmentation such as U-Net
- Numerical optimization or statistical learning
It would be appreciated to have good skills in paper reading and presentation.
Requirements:
- BS or MS degree in CS or related fields
- familiar with python/C/C++ programming
- familiar with PyTorch or TensorFlow
- familiar with CNN training for image classification, detection, or segmentation
- experience in verifying and testing deep modules
- experience in conducting performance evaluation and benchmarking
- multi-GPU training and data parallelism
- strong communication skill
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