Algorithm Optimization Engineer
15000 CNY~20000 CNY/Per month
Refresh at 2 months ago
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47 Apply
Beijing
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Job responsibilities
1. Responsible for algorithm performance optimization work. This position have high requirements for Cross platform optimization experience and Vision algorithm development experience.
2. The work involves one or more algorithms:1) Robot vision localization, navigation and map reconstruction algorithm.2) Multi sensor data fusion algorithm, robot motion control algorithm.3) Visual algorithms for detection, recognition and tracking of common objects or objects.4) Responsible for the above algorithm in Intel x86 CPU (Xeon/Core/Atom Series), Intel GPU platform performance analysis, transplantation, optimization.
Job requirements
1. Master degree or above in computer vision or related field. Experienced in computer vision and machine learning algorithm development.
2. Good programming foundation, familiar with C/C++ programming.
3. Good learning ability, communication and teamwork skills.Strong interest in the following areas (with relevant experience is preferred):1. Computer vision algorithm development, optimization, proficiency in OpenCV, familiar with the depth of learning framework Caffe, TensorFlow, etc.
2. Parallel computing and parallel algorithm design.
3. X86 CPU architecture, SIMD, AVX instruction set optimization.
4. NVIDIA/AMD GPU architecture, GPU platform algorithm transplantation, optimization acceleration, CUDA/OpenCL programming.
5. ARM architecture, Neon instruction set, ARM platform algorithm.
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