<section class="job-section" id="st-companyDescription"><div><p class="googlejobs-paragraph--empty"></p><h2 class="title">公司介绍</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">职位描述</h2></div><div class="wysiwyg" itemprop="responsibilities"><ol><li><strong>数据准备与预处理</strong><ul><li>调试大模型的提示（prompt），负责从以图搜图（Image-to-Image Search）或以文搜图（Text-to-Image Search）的SDK中获取满足Top-K数据的元信息，并进行清洗和预处理。</li><li>确保数据的质量和一致性，为后续的大模型实验提供可靠的数据支持。</li></ul></li><li><strong>大模型实验与优化</strong><ul><li>使用基于Qwen2.5VL等大模型进行实验，确保实验的准确率（Precision）达到70%以上。</li><li>对模型进行微调，优化模型参数，提高模型的准确率和效率。</li><li>定期评估模型性能，通过混淆矩阵、分类报告等指标进行详细分析。</li></ul></li><li><strong>数据去重与优化</strong><ul><li>支持项目内数据去重，确保数据的唯一性和有效性。</li><li>通过数据挖掘技术，识别和去除重复或相似的数据，提高数据质量。</li></ul></li><li><strong>模型部署与监控</strong><ul><li>将优化后的模型部署到生产环境，确保模型在大批量数据处理时的稳定性和高效性。</li><li>监控模型在生产环境中的表现，及时发现并解决可能出现的问题。</li></ul></li><li><strong>持续改进与创新</strong><ul><li>根据模型在实际应用中的表现，持续优化模型参数和算法。</li><li>探索新的数据挖掘方法和算法，提升模型的性能和效率。</li></ul></li></ol></div></section><section class="job-section" id="st-qualifications"><div><p class="googlejobs-paragraph--empty"></p><h2 class="title">职位要求</h2></div><div class="wysiwyg" itemprop="qualifications"><ol><li><strong>教育背景</strong><ul><li>计算机科学、数据科学、统计学或相关领域的本科及以上学历。</li></ul></li><li><strong>技能要求</strong><ul><li>熟练掌握Python编程语言，熟悉向量数据的处理和分析，具备使用向量数据库（如Faiss、Milvus）的经验。</li><li>熟悉大模型（如Qwen2.5VL）的训练和优化方法，具备实际项目经验。</li><li>了解数据挖掘的基本方法和流程，如CRISP-DM方法论。</li></ul></li><li><strong>工作经验</strong><ul><li>至少2年以上相关工作经验，有图搜或文搜项目经验者优先。</li></ul></li><li><strong>其他要求</strong><ul><li>良好的团队合作精神和沟通能力，能够与跨部门团队协作。</li><li>对新技术和新方法有强烈的学习兴趣和探索精神。</li></ul></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）有限公司提供创新技术和前沿解决方案。我们寻找一名全职数据挖掘工程师，要求计算机科学相关学历和Python技能。候选人将负责数据准备、模型实验与优化、数据去重、模型部署与监控。公司提供良好的团队合作环境和学习机会。

数据挖掘工程师（大模型方向）

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