Job Description

智驾仿真算法工程师上海、北京社招全职智能制造 / 工业互联网 / 工业自动化职位描述1、利用实车路测数据构建仿真场景，建设不合理场景干预、场景泛化、长尾场景生成与评估等能力
2、参与搭建高精度车辆动力学模型，支撑自动驾驶算法在仿真集群的大规模闭环验证
3、参与新一代自动驾驶仿真模拟器预研，设计并开发高效的端到端VLM/VLA闭环训练框架职位要求硕士及以上学历，计算机/人工智能/自动化等相关专业。具备扎实的 C++/Python 编程能力，精通 PyTorch/TensorFlow 等深度学习框架，有良好的工程代码规范
具备1 年以上Latent World Model/Model-based RL或其它闭环仿真相关经验
至少满足以下一项技术栈
熟悉智能交通流仿真/Smart Agent，了解自回归、Diffusion等技术在高保真、可控交通流仿真场景生成上的应用，能结合真实场景数据进行模型训练与验证
熟悉强化学习算法及其在自动驾驶领域的应用，具备使用强化学习进行仿真训练和优化的实际经验
熟悉主流 BEV 算法（BEVFormer, UniAD 等），深刻理解 BEV特征空间的物理含义
熟悉车辆运动学和动力学原理，了解如何将神经网络模型与传统物理建模动力学结合进行混合仿真
不错的工程能力，了解 Kubernetes、容器编排、分布式训练以及常见的消息中间件（Kafka, ROS2），有大规模仿真训练集群搭建经验
加分项
熟悉自动驾驶场景领域相关的算法技术，如感知、预测、World Model、数据合成等
在 CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, ICRA, CoRL 等顶级会议发表过相关论文投递

About CARIZON

CARIZON is a joint-venture company co-founded by CARIAD, the

Volkswagen Group's software competence center, and Horizon Robotics,

leading provider of smart driving solutions for passenger vehicles. It was

officially inaugurated in November 2023.

CARIZON integrates hardware and software technology capabilities to develop industry-leading, highly optimized and full-stack ADAS/AD solutions for Volkswagen Group.

Currently, CARIZON's R&D center are located in Beijing and Shanghai, with more than 600 experts.

As a cornerstone of Volkswagen Group's "In China, for China" strategy

CARIZON leverages the Group's comprehensive localized R&D ecosystem and deep collaboration with strategic partners to persistently develop cutting edge combined driving assistance solutions tailored to Chinese customers needs.

Industry

Automotive & Mobility

Company Size

1-10 employees

Headquarters

Unknown

Year Founded

Unknown

Website

carizon.com

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