简智新创
Posted 6mo ago

智能平台开发

简智新创
Beijing, Beijing, China
OnsiteFull Time
Responsibilities
  • developing platform
  • integrating algorithms
  • ensuring scalability
Requirements
  • Bachelor degree in CS/Software/Automation,2+ years backend development,proficient in Python and Flask,RESTful API development,Docker and K8s experience,EMR not mentioned,good communication and self-drive
Technical tools mentioned
PythonFlaskRESTful APIrequestspandasnumpyDockerKubernetes (K8s)FlyteAirflowCUDA

Job description

1. 负责具身智能相关核心平台开发与迭代,重点覆盖调度模型管理、训练、评测、数据等模块,保障平台高可用、高扩展性,支撑业务高效落地。
2. 配合算法团队,理解具身智能、智驾相关算法需求,将算法逻辑、训练流程、评测标准融入平台功能,实现算法与工程的高效协同。
3. 参与平台需求分析、技术方案设计、代码评审、测试优化等全流程,确保平台功能贴合业务场景,满足打标、模型迭代、模型训练、效果评测的实际需求。

1. 学历与经验:本科及以上学历,计算机、软件工程、自动化等相关专业,2年及以上后端开发经验;有具身智能、自动驾驶、工业产线智能化相关平台开发经验者优先。
2. 核心技术栈:熟练掌握Python后端开发,精通Flask框架,具备独立搭建RESTful API服务的经验,熟悉常用Python库(如requests、pandas、numpy等)。
3. 容器化与云原生:熟悉容器化技术(Docker)与云原生架构(K8s),具备K8s资源配置、Pod调度、服务暴露、GPU资源挂载的实操经验;有云原生算力调度、GPU集群管理经验者优先。
4. 任务调度与算力:了解Flyte或类似分布式任务调度框架(如Airflow),具备任务编排、算力调度的开发经验优先;熟悉GPU相关开发,了解CUDA基础,能适配GPU算力的任务部署与资源优化。
5. 业务与工程能力:了解具身智能、智驾、通用产线等场景的基本业务逻辑,熟悉数据集管理、模型评测的核心流程;参与过大规模数据集管理平台、AI模型评测系统开发经验者优先。
6. 软素质:具备良好的沟通协作能力,能跨团队对接需求;具备较强的自驱力、学习能力和责任心,能主动跟进技术迭代与业务落地,承受一定的项目压力。

About 简智新创

Specializes in multimodal data infrastructure for embodied AI development.

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