CARIZON

机器学习平台研发工程师

CARIZON  •  Onsite  •  5 months ago
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Job Description

机器学习平台研发工程师上海、北京社招全职互联网 / 电子 / 网游 - 研发职位描述平台设计与开发: 参与设计、开发和维护公司统一的机器学习平台,涵盖从模型开发、模型训练、评估到部署监控的全生命周期。
分布式训练系统优化: 研发和优化支持大规模分布式训练(如PyTorch DDP, FSDP等)的底层系统,提升GPU集群利用率和训练效率。
训练任务稳定性保障:研发稳定性保障的工具和平台集成,包括故障检测以及故障自动化容错等能力。
资源调度与云原生集成: 基于Kubernetes生态优化基于GPU等异构资源的调度策略和弹性伸缩能力。职位要求计算机科学、软件工程或相关专业本科及以上学历,3年以上相关领域开发经验。
扎实的计算机基础,精通Python/Go中的至少一门语言,具备优秀的系统设计、编码和调试能力。
熟悉PyTorch 的基本原理和内部机制,能解决常见的训练框架问题
深入理解机器学习工作流,对模型开发、训练、评估、部署的痛点有深刻认识。
熟悉Docker、Kubernetes,有在云原生环境下开发和部署服务的经验。
具备良好的团队协作精神和沟通能力,有强烈的责任心和自驱力。 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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