About the Team | 关于团队
The Bosch Corporate Research is the central hub for pioneering research and innovation within the Bosch Group. We focus on developing next-generation technologies that shape the future of Bosch’s core business areas, including smart home appliances. Our team works on cutting-edge AI solutions to enhance product intelligence, user experience, and sustainability. We design the "brains" for the next generation of smart home appliances. You will join a dynamic team of AI scientists and engineers dedicated to transforming traditional white goods into intelligent IoT devices.
博世中央研究院是博世集团内进行前沿研究与创新的核心机构。我们致力于开发塑造博世核心业务领域未来的下一代技术，包括智能家电。我们的团队专注于前沿人工智能解决方案，以提升产品智能、用户体验和可持续性。我们致力于为下一代智能家电打造“大脑”。您将加入一个充满活力的 AI 科学家与工程师团队，共同致力于将传统白色家电转化为高度智能化的 IoT 设备。
Key Responsibilities | 主要职责
1) Computer Vision Algorithm R&D | 计算机视觉算法研发
Research, develop, and validate computer vision models for fine-grained recognition in complex real-world conditions.
在复杂真实环境下，研发并验证用于细粒度识别的计算机视觉算法。
Build training and evaluation of pipelines, including data preparation, augmentation, robustness testing, and error analysis.
构建训练与评估流程，包括数据准备、增强策略、鲁棒性测试与误差分析。
2) Edge AI Optimization & Deployment | 端侧 AI 优化与部署
Design lightweight, high-efficiency deep learning models for embedded/edge platforms.
面向嵌入式/端侧平台设计轻量高效的深度学习模型。
Optimize and deploy models using quantization / pruning / distillation, meeting constraints on latency, memory, and power.
通过量化/剪枝/蒸馏等方法优化并部署模型，满足时延、内存、功耗等约束。
Conduct on-device profiling and performance tuning with common inference toolchains.
基于主流推理工具链完成端侧profiling 与性能调优。
3) Multi-sensor Fusion | 多传感器融合
Fuse vision with other sensor modalities (e.g., inertial/vibration, load, spectral) to improve performance and reliability.
融合视觉与其他传感模态（如惯导/振动、载荷、光谱等），提升性能与可靠性。
Design fusion strategies and run ablation studies to quantify sensor contributions and failure modes.
设计融合策略并开展消融分析，量化传感器贡献与失效模式。
4) System Co-design, Innovation & Transfer | 系统共设、创新与转化
Collaborate with hardware and product teams to define camera/optics specifications and overall system architecture.
与硬件及产品团队协作，定义摄像头/光学规格与系统架构。
Scout emerging technologies, generate patents/publications, and transfer research into production-ready solutions.
跟踪前沿技术，产出专利/论文，并推动成果走向可量产方案。
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