Desay SV

AI推理引擎开发工程师 - 自动驾驶

Desay SV  •  Onsite  •  3 hours ago
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Job Description

AI推理引擎开发工程师 - 自动驾驶

上海

全职

算法类

职位描述

  1. 主导端侧AI推理引擎的架构设计与开发,支撑深度学习模型(含大模型)在推理计算平台的高效部署; 2. 负责大模型(如Qwen、DeepSeek、Llama等)的全链路推理加速,包括量化、算子加速、投机采样、动态批处理及运行时调度; 3. 深入了解主流AI框架与推理引擎(如TensorRT、vLLM、llama.cpp、SGLang)底层机制,进行二次开发与定制优化; 4. 结合CUDA、HVX等硬件加速能力,实现异构计算资源的统一调度与性能极限压榨; 5. 输出推理引擎架构文档、性能分析报告及部署方案。

职位要求

  1. 计算机、电子工程、通信工程等相关专业,3年以上高性能计算或AI工程化经验; 2. 精通C/C++与Python,深入理解计算机体系结构,熟悉CPU/GPU/NPU等硬件特性,能够在不同平台上实现高效的推理调度与计算加速; 3. 熟悉TensorRT/vLLM/llama.cpp/SGLang等底层机制,具备推理引擎开发经验; 4. 熟悉大模型推理加速技术,如量化(INT4/INT8)、KV Cache、动态批处理、投机采样等; 5. 熟悉端侧芯片、服务器芯片上的大模型推理优化技术; 6. 具备CUDA编程与优化能力,了解DSP(HVX)或NPU开发者优先。

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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