Desay SV

AI模型部署优化工程师 (上海)

Desay SV  •  Onsite  •  33 minutes ago
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Job Description

AI模型部署优化工程师 (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、负责深度学习模型跨框架适配工作,完成模型在PyTorch、ONNX、TensorRT、NCNN、QNN、SNPE、TVM等主流推理引擎的转换、对齐验证与一致性调试,保障模型跨平台推理精度稳定、流程可靠。
2、面向嵌入式、车载SOC平台落地场景,落地各类模型压缩与推理加速技术,涵盖计算图优化、算子融合、模型量化、网络剪枝、知识蒸馏、模型稀疏化等深度优化方案,持续提升模型推理性能。
3、针对模型推理过程中的性能瓶颈、精度衰减、延时过高、显存占用过大等问题,开展深度定位与分析,输出算子优化、模型结构迭代、推理策略调优等改进方案,推动方案落地闭环。
4、跟进端侧推理、模型轻量化前沿技术,结合车载硬件平台特性持续迭代优化方案,保障AI模型在车载场景高效、稳定量产落地。
职位要求
1、硕士及以上学历,计算机、人工智能、软件工程、电子信息、自动化等相关专业,基础知识扎实。
2、技术基础:扎实掌握深度学习基础理论,熟练掌握量化、剪枝、知识蒸馏、稀疏化等模型压缩加速技术,具备计算图优化、算子融合、推理调优实战经验。
3、框架能力:精通PyTorch框架,熟练掌握QNN、ONNX、TensorRT、NCNN、TVM等至少一种主流推理框架,具备完整的模型转换、部署调试、精度对齐、性能调优全流程实战能力。
4、具备深度学习模型在嵌入式、车载SOC平台的部署调试经验,能够独立排查推理精度丢失、推理延时、内存占用超标等各类工程问题,完成优化方案闭环。
5、逻辑思维清晰,具备较强的问题攻坚能力、学习能力与执行力,拥有良好的跨部门沟通协作能力,可独立推动技术方案迭代落地与规模化复用。
6、优先条件:拥有英伟达Orin Thor、高通8775/8650/8797、地平线J5/J6等车载芯片量产部署经验,或大模型端侧轻量化、推理优化相关项目、实习经验者优先。
职位信息
招聘数量: 2
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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