机器学习高级算法工程师

到岗时间：不限 婚况要求：不限 Machine learning is going to change EVERYTHING. In this team, you get to apply your neurons to our neural net processing engine. We combine high performance software with cutting edge hardware to run deep neural nets fast, and we do it with the lowest power Ｏn that little computer that you keep in your pocket.Qualcomm CDMA Technologies (QCT) is a well-known company in Multimedia integrated circuits (ICs), software and systems for wireless consumer devices including Smartphones, Netbooks and E-readers. These Multimedia ASICS are co-designed with our Modems, Applications Processors, Analog Codecs and Power Management ICs to deliver highly-integrated, high-performance and low-cost chipsets to our customers and partners.The candidate is expected to work Ｏn the following aspects:1. You will work Ｏn AI model conversion/optimization/quantization/compression/NAS research, algorithm porting and toolkit development.2.You will work Ｏn accuracy and performance issue analysis and optimization for detailed case Ｏn our customers demand.3.You will participate in software development of the neural processing engine (NPE), NPE SDK tools, performance, accuracy and power optimizations.4.You will work with neural network frameworks like Caffe and TensorFlow, extend our neural net engine to support the latest and greatest DNNs emerging from the research community, and optimize for next generation hardware acceleration cores.5.You will also validate the performance and accuracy of the engine through detailed analysis and test coverage.6. Computer vision & Image processing algorithm porting and optimization Ｏn our customers demand7.Development of demo/product applications Ｏn Qualcomm platform8.Performance tuning for both internal solutions and customers applications9.Tracking cutting-edge computer vision technologies and new emerging application fieldsQualifications Good at software development with excellent analytical, development, and debugging skills3 experience in Android or embedded Linux application developmentCoding Skills:C/C codingJavaPython3 years of Industrial experience in machine learning, or multimedia areas, or Robotics, or AIExperience Ｏn Neural networks and AI/machine learning methodsPreferred Qualifications Deep learning frameworks Caffe, TensorFlow, TorchExperience with DNNs, CNNs, RNN/LSTM neural networks Essential soft-skills are required for this positionAlgorithm experience Ｏn image processing, computer vision, AI, machine learning related areas is a plusa. General object localization/Detection/Recognition/trackingb. Face detection/ alignment/ recognition/tracking / attribute recognitionc. Pedestrian detection/ tracking/ re-identificationd. 3D reconstruction / SLAMe. Image segmentation/ video stabilization/ denoising / super-resolution / stitching / enhancementf. NLP/BertFamiliar with ARM/NEON/DSP instructions set is a plusGPU/GPGPU/Graphics experience and knowledge is a plusExperience in processing camera and sensor data is a plusExcellent communication skills (verbal, presentation, written)Ability to collaborate across a globally diverse team and multiple interests Education Requirements Required: Bachelor's, Computer Engineering or equivalent experiencePreferred: Master's, Computer Engineering or equivalent experience