CARIZON

VLA/VLM算法工程师/专家

CARIZON  •  Onsite  •  16 days ago
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Job Description

VLA/VLM算法工程师/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:
多模态模型研发与优化
设计与优化 VLA / VLM 架构,提升模型在视觉、语言与动作理解方面的表现
将多模态模型与自动驾驶感知、预测、决策模块融合
生成式模型在自动驾驶的应用
利用Diffusion Model生成预测轨迹, 并持续提升闭环效果
开发数据增强与仿真生成工具链,提升模型泛化能力
任务落地与性能优化
针对车端芯片, 进行模型量化与部署等工作
不断优化推理性能,以满足车载算力与带宽限制
前沿技术探索与方案设计
跟踪多模态大模型与生成模型的最新研究成果,并快速评估、迁移到业务场景
参与跨团队协作,与数据、规控、仿真平台团队密切合作职位要求任职要求:
计算机科学、人工智能、电子工程等相关专业硕士及以上学历
熟悉 多模态大模型(VLA/VLM)原理与实现,有相关论文/开源项目/落地经验优先
熟悉 Diffusion 生成模型,了解其在数据生成、仿真等领域的应用
熟练掌握 PyTorch / TensorFlow 等深度学习框架
有自动驾驶相关经验,熟悉感知、预测、规划或仿真模块任一环节
熟悉 Transformer、RoPE、跨模态对齐、视觉特征编码等技术
熟悉PPO、DPO、GRPO等强化学习算法及其在模型训练中的应用
具备良好的工程能力,能将研究成果快速转化为可用产品
良好的团队协作能力与英文文献阅读能力 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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