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Open nowPosted 482 days ago

终端侧AI技术负责人(CTO)​

thundersoft/index162 open roles

Where
Nanjing, Jiangsu, Chinese Mainland
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Your applicationOpen now终端侧AI技术负责人(CTO)​thundersoft/index · Nanjing, Jiangsu, Chinese Mainland
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This job: posted 482 days ago

The posting

作为终端设备智能化升级的核心技术决策者,您需深度融合终端硬件能力与端侧AI技术,主导从芯片选型、系统架构到AI应用落地的全链路技术体系构建,推动终端设备在智能交互、实时决策等场景的竞争力突破。

​1. 终端技术架构设计​ 定义终端设备(手机/机器人/车载系统等)的异构计算架构,统筹CPU/GPU/NPU算力分配,优化端侧AI推理性能(如延迟<50ms、功耗<1W)。 主导轻量化AI框架研发,支持TensorFlow Lite/MNN等引擎的定制化适配,解决模型压缩(如知识蒸馏、量化)与硬件兼容性问题。 2、 ​AI能力终端化落地​ 设计端云协同方案,划分云端训练与端侧推理边界,实现隐私保护下的实时AI功能(如语音唤醒、行为预测)。 攻关节能算法:开发动态电压频率调整(DVFS)、模型稀疏化等技术,平衡AI算力需求与终端续航。 ​3. 终端产品技术闭环​ 从硬件层​(传感器选型、功耗优化)到应用层​(AI Agent、多模态交互)全栈把控,确保技术方案与产品体验一致。 建立终端AI基准测试体系,量化模型精度(如mAP)、推理速度(FPS)等核心指标,驱动技术迭代。 ​4. 生态构建与商业化​ 联合芯片厂商(如高通/联发科)定制AI-ISP芯片,推动NPU算力密度提升与能效优化。 打造终端AI开发者平台,提供模型转换工具链、仿真测试环境,构建行业技术标准

硬性条件​ 1.​技术背景​: 精通嵌入式系统开发(FreeRTOS/AliOS),掌握ARM架构优化、内存/存储资源管理。 具备端侧AI工程化经验:熟悉模型部署工具链(如NNAPI、TVM)、硬件加速接口(如OpenCL/Vulkan)。 ​2.项目经验​: 主导过量产型终端AI项目​(如智能摄像头行为识别、TWS耳机语音助手),单机AI算力≥4TOPS。

​软性素质​ 1. ​终端思维​: 深刻理解终端设备物理限制(散热、体积、成本),拒绝“实验室级方案”,坚持工程可行性优先。 2. ​创业适配性​: 具备供应链资源整合能力(如与国产芯片厂商战略合作),能快速响应市场需求变化。 ​3. 技术领导力​: 带领过30人+终端研发团队,成功交付过百万级出货量的终端产品。

​加分项​ 熟悉RISC-V架构、Chiplet异构集成等前沿终端技术; 在终端AI领域有专利布局(如低功耗模型部署方法); 具备终端设备整机开发经验(从BSP到上层应用全链路)。

差异化竞争力​ ​技术深度​:既懂终端底层(如GPU驱动优化)又熟悉AI前沿(如TinyML),避免纯算法或纯架构视角的局限性。 ​商业敏感度​:能将技术方案转化为产品卖点(如“端侧AI实现离线语音控制”作为IoT设备差异化功能)。 ​资源杠杆​:通过生态合作(如与操作系统厂商共建AI中间件)降低自研成本,加速技术落地。

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