Hongkong
Shenzhen
Shanghai
Hong Kong
1. Responsible for the development and maintenance of deep neural learning algorithms for medical instruments, including data cleaning, model optimization, embedded GPU transplantation optimization, performance evaluation, etc.;
2. Responsible for the system architecture design of the deep learning processing pipeline, cooperate with the algorithm team to integrate and optimize the target system;
3. Responsible for writing relevant technical documents, and coordinating test engineers to develop and test test cases.
1、Master degree or above in computer science, electronic information, software or related professional and technical background,
2、At least 2 years of experience in software development.
3、Master the basic methods of computer vision & machine learning, with strong algorithm implementation ability.
4、Proficient in C / C + +, data structure and design mode, with good software engineering habits.
5、Proficient in GPU programming, such as OpenCL, CUDA, etc.; master the optimization methods for common technical problems such as parallel algorithm processing and memory usage.
6、Strong learning ability, strong hands-on ability, familiar with the use of oscilloscope, logic analyzer and other related test instruments.
7、Strong sense of responsibility, strong sense of teamwork, have to deal with complex problems independently.
8、Priority should be given to those with strong research ability, strong code ability, rich relevant experience, or from well-known laboratories in the fields of computer vision / machine learning / computer graphics and data mining.
上海 · 张江
1.负责硬件系统设计及相关文档撰写；参与硬件解决方案评估及器件选型；
2.负责电路原理图，PCB设计，硬件调试及测试；
3.负责基于FPGA的控制系统架构设计，模块编写，系统仿真验证；配合软硬件工程师，优化和调试FPGA硬件设计以满足软硬件接口需求；配合图像算法在FPGA上的硬件加速实现和验证；
4.产品系统级测试与调试及参与EMC、安规测试；
5.参与硬件成本控制.风险控制和质量控制。
1.自动化、电子类、半导体技术相关专业，2年及以上工作经验，具备扎实的数模电、电路理论基础；
2.熟练使用EDA软件进行电路原理图设计，可以自主设计Layout或者有对接外发layout工作的经验；
3.熟悉STM32 、PIC等系列MCU，精通硬件电路设计和底层软件设计；
4.掌握XILINX / ALTERA FPGA硬件结构、设计流程及开发工具；熟悉FPGA接口：SPI、IIC、GTX、LVDS、DDR3、BT1120，AXI4；熟悉常用图像接口：MIPI CSI ;MIPI DSI ;DVP；熟练使用Verilog或VHDL语言的优先；
