AGIBOT

具身智能数据科学家 (Data Scientist, Embodied AI)

AGIBOT  •  Onsite  •  5 months ago
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Job Description

具身智能数据科学家 (Data Scientist, Embodied AI)上海正式职位描述- 职位使命: 在通往通用机器人的道路上,操纵 (Manipulation) 是最核心的挑战之一。其中,如何利用和数据 VLA (Vision-Language-Action)、World Models 和 RL 等技术,去探测、提取并构建物理世界的“信息分布”,构建让机器人具备类人灵巧性与泛化能力的物理。
为什么加入我们?
在具身智能的语境下,数据是稀缺、珍贵的。深度理解并定义物理世界的数据分布,是真正的核心壁垒。
- 数据科学: 我们拒绝盲目采数据炼丹,坚持用科学的方法论,从海量、异构的物理交互中,提取并构建出具备强泛化能力的数据引擎。
- 算法工具: 你将通过 (VLA + WM) x RL 的组合模式,将前沿算法转化为模型自主数据生产与进化的引擎。
- 闭环自举: 你需要像科学家一样敏锐地捕捉模型与数据之间的反馈,用洞察力反向驱动数据采集与合成的最优方式。
岗位职责
- 数据分布建模: 深入研究真机交互数据的分布,利用 VLA 和大模型能力,实现对 TB 级异构数据的自动化清洗、标注与价值评估。
- 构建自举闭环: 设计并实现基于强化学习的方案的自动化数据筛选机制,利用世界模型和VLA模型进行大规模数据生产与负例生成。
- 定义物理智能度量: 建立一套科学的评估指标,衡量数据质量对模型泛化能力、长程任务成功率的影响。
- 数据-模型循环: 负责从数据生产到模型消费的全链路实验流程,通过数据驱动的方式解决机器人操纵中的灵巧性难题。职位要求- 卓越的统计与机器学习功底: 深刻理解机器人数据的统计特性,熟练掌握 Transformer, Diffusion等主流架构和RL主要理论。
- 数据敏感度: 能够从看似杂乱的机器人传感器数据中,发现规律并转化为算法策略。
- 全栈研发能力: 精通 Python/PyTorch/Jax,具备处理大规模分布式数据的经验,同时对机器人学 (Kinematics, Dynamics) 有基本认知。
- 第一性原理: 认同“数据驱动”是通向 AGI 的核心路径,愿意深挖物理世界数据的潜力。
加分项
- 有处理大规模视觉-语言-动作 (VLA) 数据或多模态数据集的实战经验。
- 在机器人学习、计算机视觉或机器学习顶会有高质量产出。
- 有过数据驱动型复杂系统(如自动驾驶、大规模推荐系统)的闭环优化经验。 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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