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Open nowPosted 71 days ago

校招-大数据分析与应用工程师-智能硬件

nio/campus870 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now校招-大数据分析与应用工程师-智能硬件nio/campus · Shanghai, Chinese Mainland
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  4. 18.1%14 days
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  6. 44.6%60 days
This job: posted 71 days ago

The posting

负责智能硬件全生命周期数据平台建设与运营,覆盖智能辅助驾驶传感器、座舱零部件、车身/动力零部件、域控制器等核心硬件领域,实现数据监控、质量分析及业务闭环; 负责智能硬件领域AI产品规划与落地,深入理解业务场景,挖掘数据价值,推动AI能力在故障诊断、质量分析、知识管理及运营提效等方向的应用; 支持/参与智能硬件零部件大数据系统链路设计,包括数据埋点,故障诊断,数据闭环,测试验收等; 负责智能硬件数据云平台的数据运营、分析及应用,包括故障预警,硬件性能分析,可视化开发与交付等; 负责智能硬件产品研发及量产过程中的数据分析及数据闭环,支持提升智能硬件质量及产品竞争力; 负责数据挖掘相关的深度学习算法开发,以及AI智能体开发,包括但不限于数据开发、标注、特征工程、算法模型框架搭建、模型训练、智能体开发与优化等; 负责AI智能体的测试与部署,包括但不限于数据集搭建、测试与评估、部署、应用搭建等。

计算机科学、人工智能、数据科学、数学、统计学等相关专业,硕士优先。 具备扎实的数据分析与工程能力,熟练掌握Python、SQL等开发语言,具备良好的代码开发习惯。 熟悉机器学习、深度学习相关原理及主流框架(TensorFlow、PyTorch等),具备模型开发与应用实践经验。 了解大模型(LLM)及AI Agent技术体系,具有LangChain、LangGraph、DeepAgents、AutoGen、Dify、Coze等相关开发经验者优先。 了解汽车电子及嵌入式硬件系统架构,熟悉ECU、智能辅助驾驶传感器、域控制器等相关知识者优先。 具备完整项目交付经验,能够独立推进需求分析、方案设计、开发实施及效果验证。 具备系统级思维,参与过完整的项目开发,具备跨职能合作的能力,积极主动,有求知欲与责任心。

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