Desay SV

AI模型部署优化工程师(北京)

Desay SV  •  Onsite  •  1 month ago
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Job Description

AI模型部署优化工程师(北京)北京全职算法类职位描述1. 负责深度学习模型在pytorch、onnx、tensorrt、ncnn、ann、snpe、tvm 等主流AI框架与推理引擎之间的转換与验证工作
2. 针对嵌入式 SOC 平台,深入实施模型压缩与加速技术,包括但不限于计算图优化、量化、剪枝、知识蒸馏、稀疏化等
3. 针对推理性能和精度瓶颈,提出算子开发与模型结构改进建议,推理模型量产落地职位要求1. 熟练掌握量化、剪枝、知识蒸馏等模型压缩与加速技术,具备计算图优化、算子融合等性能调优实战经验
2. 精通 PyTorch,并至少熟练掌握 QNN、ONNX、TensorRT、NCNN、TVM 等其中一种推理框架的模型转换、部署与调试流程
3. 具备深度学习模型在嵌入式或车载 SOC 平台的部署落地经验,能独立解决性能与精度瓶颈问题
4. 具备良好的团队协作和跨部门沟通能力,能推动优化方案在产品中落地
5. 良好的团队合作意识,以及上下游沟通能力
6. 有车载芯片(如英伟达、高通、地平线等)量产部署经验,或大模型端侧优化经验者优先 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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