Bambu Lab

AI 切片数据工程师

Bambu Lab  •  Onsite  •  3 months ago
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Job Description

AI 切片数据工程师深圳全职研发职位描述- 负责智能 AI 切片所需数据的收集、清洗、整理、标注与结构化管理;
- 设计并实现数据组织格式,包括几何数据、G-code 数据、打印图像、传感器数据等的统一存储;
- 搭建切片数据管理系统,支持高效的检索、索引、过滤与切片版本关联;
- 负责为大模型训练准备多模态数据,对齐网格、图像、切片、路径等相关信息;
- 与算法、切片、工具链团队协作,共同构建高质量的训练集、评测集、对照实验数据
- 支持智能切片模型的训练,搭建数据管线、数据增强 pipeline 及可重复实验环境。职位要求- 计算机、软件工程、数据科学、图形学等相关专业研究生及以上学历;
- 熟练掌握 C++,具备工程开发经验(实习生可放宽);
- 熟练使用 Python,和HDF5,SQL等数据管理工具
- 熟悉三维数据结构(mesh、point cloud、voxel、path/G-code 等);
- 理解图形学或计算几何基础,对切片流程(栅格化、轮廓生成、路径规划等)有了解或经验;
- 对数据处理有扎实理解,包括数据清洗、数据格式设计、数据质量控制与数据版本控制,自动化制造数据工作经验;
- 有良好的工程协作能力,能够同时对接算法团队、数据核心团队。
加分项
- 了解 3D 数据格式(OBJ/PLY/STL/Mesh、点云、G-code 等);
- 有机器学习/深度学习数据准备经验;
- 有 3D 打印或切片工具链使用经验。 投递
Bambu Lab

About Bambu Lab

Bambu Lab is a consumer tech company focusing on desktop 3D printers. Its state-of-the-art 3D printers offer a feature-rich first-class experience for a global community of 3D printing makers, aiming to break the barriers between the digital and physical worlds and bring creativity to a whole new level. Bambu Lab sells its 3D printers, filaments, and accessories on its official website, serving customers across 30+ countries.

Our Team

Our story started with the gathering of a team of 3D printing fans, who are also expert engineers in robotics, artificial intelligence, materials science, and internet industries. Our team is experienced in building high-tech products that bring positive impacts to the world. From the start, we have been dedicated to making cutting-edge technology affordable with advanced know-how and high production quality. We see ourselves as part of the ecosystem and are delighted to learn from and share knowledge with the 3D printing community. Our team's passion lies also in the commitment to creating the next generation of eco-friendly 3D printers - pushing the industry toward a future with a much lower carbon-footprint.

Industry
Hardware & Semiconductors
Company Size
51-200 employees
Headquarters
深圳市, CN
Year Founded
2020
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