Desay SV

雷达算法部署(GPU方向)

Desay SV  •  Onsite  •  5 months ago
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Job Description

雷达算法部署(GPU方向)惠州全职算法类职位描述主要实习内容
1、 核心算法移植与加速:协助工程师将毫米波雷达信号处理链(如1D-FFT、2D-FFT、DoA估计、CFAR检测等)从MATLAB/Python/C++原型,移植到NVIDIA车载GPU平台,并进行并行化初步实现。
2、高性能GPU内核开发:在指导下,针对特定计算密集型模块(如大规模矩阵运算、自定义滤波操作等),学习并尝试编写优化的CUDA内核函数,或熟练调用cuFFT、cuBLAS等GPU加速库;
3、性能分析与初步优化:使用专业工具(如Nsight Systems)对代码进行性能剖析,在导师帮助下理解性能瓶颈,并实践基础的优化策略(如优化内存访问模式、调整线程块大小等),以满足严格的实时性要求。
4、文档与测试:记录开发过程,编写清晰的代码注释,并协助完成模块的单元测试与验证。职位要求1、教育背景:计算机科学、电子工程、通信、自动化、数学等相关专业硕士或优秀高年级本科生在读;
2、对GPU并行计算有浓厚兴趣,有以下一项实践经验:课程项目或自学中,使用CUDA 或 OpenCL 完成过并行计算程序(如矩阵乘法、图像处理、仿真等);
3、具有良好的数据结构与算法基础。
4、熟悉线性代数、数字信号处理的基本原理;
5、有过在NVIDIA系列开发板上进行编程和调试的经验优先。 投递
Desay SV

About Desay SV

Desay SV, one of the leading mobility technology companies, is committed to realizing a smarter mobility for all. Desay SV’s core business focuses on the efficient integration of three major areas of smart cabin, combined driver assistance, and smart service. We continuously develop highly integrated leading hardware and software algorithms to provide global customers with safe, delightful and sustainable mobility solutions and services.

Relying on 39 years of deep accumulation in the design, development, and production processes, Desay SV has continuously expanded its comprehensive strength in R&D innovation, customer service, and safety verification, and built a technical link from smart travel to smart transportation, actively responding to the challenges of the industry transformation. We meet the diverse needs of customers for different product portfolios and business development models, provide drivers and passengers with an excellent travel experience, and bring more room for imagination to future mobility.

Focusing on the sustainable development goal of "safety and reliability”, “win-win growth”, and “green environmental protection", Desay SV actively participates in the global carbon neutral strategy and integrates sustainable development into all aspects of business operations. While giving back to society, respecting every employee of the company, and creating a diverse working environment and development platform for employees, we encourage equality, openness, and coordinated development among all our branches around the world. Desay SV people adhere to the same mission and work together for the same goal—to create a safe, delightful and sustainable mobility.

Industry
Automotive & Mobility
Company Size
501-1,000 employees
Headquarters
Huizhou, CN
Year Founded
1986
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