AGIBOT

具身智能算法实习生(训练效率方向)

AGIBOT  •  Onsite  •  2 months ago
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Job Description

具身智能算法实习生(训练效率方向)上海实习职位描述1. 参与具身智能训练效率的度量、分析与系统性优化,覆盖预训练与后训练全链路。
2. 理解不同模型架构与训练算法的计算特性,参与针对性优化方案的设计与实现。
3. 参与训练效率监控体系建设,包括 GPU 利用率、训练吞吐、通信效率等核心指标的可视化与自动化追踪。
4. 参与模型训练效率优化:算子融合、CUDA graph、kernel 调优等。
5. 参与并行与通信效率优化:梯度同步、云边通信、权重分发等通信开销分析与优化。
6. 参与数据加载效率优化:数据预处理 pipeline、IO 吞吐优化。职位要求- 计算机、AI 等相关专业硕士在读或优秀本科生。
- 熟悉 Python/C++,有 CUDA 编程经验或 GPU 性能调优兴趣。
- 对深度学习模型架构与训练算法有基本理解,愿意深入学习计算特性与优化方法。
- 具备良好的工程意识与代码规范。
- 实习 3 个月以上优先,能长期实习更佳。
加分项
- 有 CUDA graph / 算子融合 / Triton kernel 开发经验。
- 有性能分析工具(Nsight Systems / PyTorch Profiler)使用经验。
- 有论文复现或相关研究经验。 投递
AGIBOT

About AGIBOT

AgiBot builds world-leading general-purpose embodied robots and their application ecosystem by pioneering into the fusion and innovation of AI and robotics. AgiBot was founded in February 2023 by seasoned industry experts, including core executives from global technology leaders and top AI scientists. During its development, AgiBot has received ardent support and guidance from senior Chinese leaders. It has been invited on multiple occasions to serve as an industry representative and brief on the progress of the embodied intelligence sector.

Leveraging its industry-leading “1 Ontology + 3 Intelligence Interaction” architecture - built on the robotic embodiment that integrates manipulation, interaction, and locomotion intelligence - AgiBot has launched three robot series (AgiBot A2, Genie, and AgiBot X2) and the industry's first universal embodied foundation model, the "Genie Operator-1 (GO-1)”. This makes AgiBot the only company in the sector with a full product portfolio and comprehensive scenario coverage. AgiBot has also established a leading full-stack ecosystem to empower partners and enable transformation across a wide range of industries.

With its cutting-edge product technologies and eco-system, AgiBot is one of the world's first companies to accomplish large-scale production and commercial deployment of embodied robots, with its products now available in multiple countries and regions. In January 2025, AgiBot made history by mass-producing its 1,000th general-purpose embodied robot, setting a new industry milestone.

Industry
Manufacturing & Production
Company Size
51-200 employees
Headquarters
Shanghai, CN
Year Founded
Unknown
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