NIO

智能辅助驾驶仿真重建生成工程师

NIO  •  Remote  •  3 hours ago
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Job Description

智能辅助驾驶仿真重建生成工程师
北京、上海
社招
全职
数字技术
本科及以上
工作年限不限
职位描述
1. 真实数据驱动的场景重建落地:负责在仿真产品中落地基于真实路采数据的智能辅助驾驶场景重建算法,突破现有产线在产能、视觉保真度、动态目标处理等核心瓶颈,持续夯实仿真资产的规模化生产能力。
2. 虚实结合一段式仿真器建设:负责反事实场景构建与交通元素增广的虚实结合一段式仿真器开发,基于真实数据构建多样、可控的仿真环境,重点突破长时序时空一致性、可控生成、虚实融合渲染等关键问题,支撑端到端模型的训练与闭环评测。
3. 世界模型在仿真中的落地与评测体系建设:推动世界模型(基于 diffusion、自回归或混合方法等)在仿真中的工程化应用,构建真实且一致的生成式仿真能力;定义并演进生成视频的评测框架与基准,覆盖长时序预测、场景保真度、多视角一致性等关键维度。
4. UE 虚拟渲染引擎与合成数据产线:参与智能辅助驾驶虚拟仿真渲染引擎(UE)的系统开发与产线建设,构建高性能、可扩展的 3D 仿真渲染能力,支撑大规模合成数据生成业务,并推进其与神经重建/生成方案的有机融合。
职位要求
任职要求:
1. 计算机、机器学习、计算机视觉、图形学等相关专业背景,本科及以上学历。
2. 熟悉 3DGS / 4DGS / 混合重建生成 等相关技术,具备智能辅助驾驶场景重建的落地经验者优先。
3. 具备在真实场景或生产环境中开发与部署机器学习系统的经验,能够将算法从研究原型推进到稳定产线。
4. 扎实的 Python 编程能力,熟悉 PyTorch 等主流学习框架;具备良好的问题解决能力,能够在跨学科团队中高效协作。
5. 熟悉仿真实时渲染管线,理解相机模型、光照与材质、几何与拓扑等基础概念。
6. 了解可控视频生成、世界模型等前沿方向在智能辅助驾驶仿真中的应用进展,有生成式仿真经验者优先,智能辅助驾驶、机器人或仿真系统相关经验者优先
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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