NIO

AI 算法工程师(博士优先) — 智能电动汽车软件方向

NIO  •  Onsite  •  1 month ago
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Job Description

AI 算法工程师(博士优先) — 智能电动汽车软件方向上海、合肥实习数字技术职位 ID:A88709职位描述岗位简介
数字系统负责整车EE架构设计、整车操作系统SkyOS、SOA架构及中间件、车云协同等硬核技术。
我们希望引入AI方向的博士人才,将前沿人工智能技术与整车数字系统深度融合,实现更安全、更智能、更高效的车辆体验。
岗位职责
参与智能电动汽车相关算法模型的研发与优化,包括但不限于感知、决策、多模态理解、智能交互、端到端模型等方向。
参与模型的后训练与强化学习相关工作,持续提升模型在复杂真实场景中的表现。
参与云端训练与评测流程建设,包括数据处理、训练 pipeline、离线评测等。
参与模型在车端嵌入式系统上的部署与优化,包括模型压缩、量化、推理加速、资源优化等工作。
参与端云联合推理方案设计与实现,协助优化模型在车端与云端之间的协同执行效率。
参与推理引擎、算子适配和性能分析,协助解决模型在 CPU / GPU / NPU 等平台上的运行效率问题。职位要求计算机、人工智能、自动化、电子、机器人等相关专业本科、硕士或博士应届毕业生。
具备扎实的机器学习、深度学习基础,理解常见模型结构、训练流程和评测方法。
了解模型部署与推理优化的基本方法,如 ONNX、TensorRT、TVM、量化、剪枝、蒸馏等,有相关实践更佳。
对嵌入式系统或边缘设备部署有基础理解,愿意学习资源受限场景下的性能优化问题。
对端云协同、异构计算、推理加速、算子优化等方向有兴趣,有相关项目经验优先
加分项:
在 CVPR、NeurIPS、ICCV、AAAI 等顶会有论文发表或相关专利。 投递
NIO

About NIO

NIO is a pioneer and a leading company in the premium smart electric vehicle market. Founded in November 2014, NIO’s mission is to shape a sustainable and brighter future together. NIO aims to build a community starting with smart electric vehicles to share joy and grow together with users.

NIO designs, develops, jointly manufactures and sells premium smart electric vehicles, driving innovations in next-generation technologies in autonomous driving, digital technologies, electric powertrains and batteries. NIO differentiates itself through its continuous technological breakthroughs and innovations, such as its industry-leading battery swapping technologies, Battery as a Service, or BaaS, as well as its proprietary autonomous driving technologies and Autonomous Driving as a Service, or ADaaS.

NIO’s models for sale include the all-new smart electric flagship SUV ES8, the smart electric flagship coupe SUV EC7, the smart electric mid-large SUV ES7, the smart electric flagship sedan ET7, the all-new smart electric all-round SUV ES6, the all-new smart electric coupe SUV EC6, the smart electric mid-sized sedan ET5, and the smart electric tourer ET5T.

Industry
Unknown
Company Size
5,001-10,000 employees
Headquarters
Jiading, CN
Year Founded
Unknown
Website
nio.com
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