CARIZON

端到端算法专家

CARIZON  •  Onsite  •  4 hours ago
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Job Description

端到端算法专家
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
岗位职责:
1、负责端到端大模型在智能驾驶任务中的架构设计与研发,主导从算法原型到量产落地的全流程技术方案,并持续跟踪生成式AI、RL等领域最新进展,推动前沿技术向实际项目转化。
2、深入研究并应用扩散模型(Diffusion)、流匹配(Flow Matching)等生成式模型,解决智驾场景中的轨迹预测、规划生成等关键问题。
3、探索强化学习(RL)与世界模型(WAM)的结合应用,提升模型在复杂动态环境下的交互决策与长时序推理能力。
4、主导端到端模型的数据样本生产、训练策略优化、量化部署与推理加速,确保模型在车端资源受限条件下的高效稳定运行,支撑量产交付。
职位要求
任职要求:
1、硕士及以上学历,计算机、自动化、人工智能、机器人等相关专业,3年以上深度学习/生成模型/强化学习相关研发经验。
2、精通扩散模型、流匹配等生成式模型理论及实践,熟悉训练与采样加速技术,有相关项目落地经验。
3、深入理解强化学习原理,熟悉主流RL算法,具备世界模型(WAM)研发经验者优先。
4、熟练掌握Python及PyTorch/TensorFlow等深度学习框架,精通端到端模型从数据处理、分布式训练到量化部署的完整工具链。
5、有自动驾驶端到端模型量产交付经验者优先,善于跨团队协作,能适应高压力、快节奏的研发环境。
投递
CARIZON

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
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