Desay SV

AI推理引擎开发工程师(上海)

Desay SV  •  Onsite  •  25 minutes ago
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Job Description

AI推理引擎开发工程师(上海)
上海
算法类
硕士及以上
2027届算法人才专项招聘
职位描述
1、主导端侧AI推理引擎的架构设计与研发开发工作,支撑各类深度学习模型、大模型在嵌入式及车载端侧平台的高效落地部署。
2、负责Qwen、DeepSeek、Llama等主流大模型的端侧全链路推理加速优化,落地量化压缩、算子加速、投机采样、动态批处理、运行时调度等核心加速技术。
3、深入研究TensorRT、vLLM、llama.cpp、SGLang等主流推理引擎底层机制,结合业务需求完成框架二次开发、定制改造与性能专项优化。
4、基于CUDA、HVX等硬件加速能力,完成异构计算资源的统筹调度与深度榨取,持续提升端侧大模型推理速度、降低延时与显存占用。
5、输出标准化的推理引擎架构设计文档、性能分析报告、端侧部署方案,保障引擎迭代规范、可落地、可复用。
职位要求
1、硕士及以上学历,计算机、人工智能、电子信息、自动化、软件工程等相关专业,基础理论扎实。
2、精通C/C++、Python编程语言,深入理解计算机体系结构,熟悉CPU、GPU、NPU硬件特性,具备跨平台推理调度与计算加速开发能力。
3、熟悉TensorRT、vLLM、llama.cpp、SGLang等至少一种推理引擎底层原理,具备推理引擎定制开发、改造优化实战经验。
4、熟练掌握大模型端侧推理加速核心技术,熟悉INT4/INT8量化、KV Cache优化、动态批处理、投机采样等主流优化方案。
5、具备扎实的CUDA编程与GPU性能优化能力,了解DSP(HVX)、NPU开发技术者优先。
6、具备优秀的工程实践、问题攻坚与技术沉淀能力,学习能力强,善于跟进端侧大模型前沿技术,具备良好的团队协作与技术落地推进能力。
职位信息
招聘数量: 3
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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