<section class="job-section" id="st-companyDescription"><div><p class="googlejobs-paragraph--empty"></p><h2 class="title">Company Description</h2></div><div class="wysiwyg"><p><strong>Bosch China Innovation and Software Development Campus</strong></p><p><strong>博世创新与软件开发中心</strong></p><p>    博世创新软件开发（无锡）有限公司针对交通出行的电动化、自动化、互联化、个性化，提供面向未来的创新技术和前沿解决方案，加速针对中国市场的技术战略的实现和发展。博世软件中心主要发展方向包括智能网联汽车、智能座舱、自动驾驶、车路云协同、工业4.0、人工智能大数据、智能家居、嵌入式软件服务。博世中国创新与软件开发中心以软件为客户赋能，在汽车自动驾驶、氢燃料电池、重卡电驱动桥、多合一的控制器等多个领域取得创新研发成果。</p></div></section><section class="job-section" id="st-jobDescription"><div><p class="googlejobs-paragraph--empty"></p><h2 class="title">Job Description</h2></div><div class="wysiwyg" itemprop="responsibilities"><p>主要负责ADAS 模型压缩和部署工具开发，工作内容包括：</p><ol><li>负责ADAS 推理引擎的加速优化，包括模型结构简化及底层计算加速（INT4、INT8）</li><li>负责ADAS 模型压缩和部署交付，包括量化（PTQ/QAT）、蒸馏、稀疏化等</li><li>量化工具开发，包括calibration优化、前沿量化算法落地等</li><li>计算图优化及性能调试，包括各种网络的常见通用优化</li></ol></div></section><section class="job-section" id="st-qualifications"><div><p class="googlejobs-paragraph--empty"></p><h2 class="title">Qualifications</h2></div><div class="wysiwyg" itemprop="qualifications"><ol><li>本科及以上，有良好的计算机理论基础，熟悉体系结构者优先，包括NPU、CPU、GPU、DSP等</li><li>熟悉并掌握主流模型压缩技术，如量化（SmoothQuant\SpinQuant\AdaRound\CLE等）、蒸馏、稀疏化等</li><li>有框架\编译器\算子开发经验者优先，如Pytorch\AiMet\MindScope\Quark\MLIR等</li><li>有异构计算加速或芯片级性能调优经验者优先ADAS</li><li>熟悉主流BEV感知模型优先，如BEVFormer\LSS\Sparse4d\MapTR等</li></ol></div></section>


The Bosch Group is a leading global supplier of technology and services. It employs roughly 429,000 associates worldwide (as of December 31, 2023). The company generated sales of 91.6 billion euros in 2023. Its operations are divided into four business sectors: Mobility, Industrial Technology, Consumer Goods, and Energy and Building Technology. With its business activities, the company aims to use technology to help shape universal trends such as automation, electrification, digitalization, connectivity, and an orientation to sustainability. In this context, Bosch’s broad diversification across regions and industries strengthens its innovativeness and robustness. Bosch uses its proven expertise in sensor technology, software, and services to offer customers cross-domain solutions from a single source. It also applies its expertise in connectivity and artificial intelligence in order to develop and manufacture user-friendly, sustainable products. With technology that is “Invented for life,” Bosch wants to help improve quality of life and conserve natural resources. The Bosch Group comprises Robert Bosch GmbH and its roughly 470 subsidiary and regional companies in over 60 countries. Including sales and service partners, Bosch’s global manufacturing, engineering, and sales network covers nearly every country in the world. Bosch’s innovative strength is key to the company’s further development. At 136 locations across the globe, Bosch employs some 90,000 associates in research and development, of which nearly 48,000 are software engineers.

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Bosch Group

博世创新软件开发（无锡）有限公司专注于智能网联汽车和自动驾驶等领域。我们招聘全职智驾模型推理优化开发，要求本科及以上学历，具备模型压缩和计算机体系结构知识。候选人将负责ADAS模型压缩、推理引擎优化及工具开发。公司提供创新研发环境和前沿技术平台。

智驾模型推理优化开发

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