嵌入式AI工程师_CR
Bosch
Company Description
Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.
Job Description
- 在消费类电子产品(如智能家居、可穿戴设备、智能工具、IoT 设备)中部署和优化AI算法
Implement and optimize AI algorithms in consumer electronic products (e.g., smart appliances, wearables, smart tools, IoT devices). - 针对低功耗、低成本硬件平台(MCU、ARM SoC、DSP 等)进行算法适配与优化
Adapt and optimize algorithms for low-power, cost-sensitive hardware platforms (MCU, ARM SoC, DSP, etc.). - 进行模型压缩、量化、加速优化,确保在有限计算和存储资源下的实时性能
Apply model compression, quantization, and acceleration techniques to ensure real-time performance under limited compute and memory resources. - 开发高效的嵌入式C/C++/Python代码,并与产品软件堆栈集成
Develop efficient embedded C/C++/Python code and integrate it into the product software stack. - 与硬件工程师、产品经理和UX团队协作,将AI功能从概念验证推向量产
Collaborate with hardware engineers, product managers, and UX teams to bring AI features from proof-of-concept to mass production. - 跟踪嵌入式AI、边缘计算和智能家电/消费电子领域的最新发展
Stay updated with the latest developments in embedded AI, edge computing, and smart home/consumer electronics.
Qualifications
- 本科及以上学历,计算机、电子工程、自动化、人工智能或相关专业
Bachelor’s degree or above in Computer Science, Electronic Engineering, Automation, Artificial Intelligence, or related fields. - 熟悉嵌入式系统开发,具备扎实的Python/C/C++编程能力,了解常见的RTOS/Linux环境
Proficient in embedded system development with solid C/C++ programming skills; familiar with common RTOS/Linux environments. - 具备AI框架在嵌入式端的经验(如 TensorFlow Lite Micro, PyTorch Mobile, ONNX Runtime, TVM 等)
Hands-on experience with embedded AI frameworks (e.g., TensorFlow Lite Micro, PyTorch Mobile, ONNX Runtime, TVM). - 理解模型压缩、量化、知识蒸馏等优化方法
Understanding of model compression, quantization, and knowledge distillation techniques. - 熟悉典型消费品AI应用(如语音交互、手势识别、图像识别、传感器融合)
Familiar with typical AI use cases in consumer products (e.g., voice interaction, gesture recognition, image recognition, sensor fusion). - 具备团队协作能力,能与跨职能团队有效沟通
Strong teamwork and communication skills with cross-functional teams.
加分项 / Nice to Have
- 有消费类产品量产经验,了解从原型到上市的开发流程
Experience in mass production of consumer products and knowledge of product development lifecycle from prototype to market launch. - 熟悉 IoT 协议(如 BLE, Wi-Fi, Zigbee, Matter)及其与AI应用的结合
Familiar with IoT protocols (BLE, Wi-Fi, Zigbee, Matter) and their integration with AI applications. - 对用户体验敏感,能将AI能力转化为直观易用的产品功能
User-centric mindset with the ability to translate AI capabilities into intuitive product features.