Bambu Lab

数据算法工程师

Bambu Lab  •  Onsite  •  5 months ago
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Job Description

数据算法工程师上海、深圳全职研发职位描述职位描述
1. 负责文本、语音、图像、视频等多类型数据的全生命周期管理,包括数据收集、清洗、标注、格式化等核心工作。搭建标准化、高效的数据处理流程,保障数据输出质量,为模型训练、推理及算法迭代提供稳定的数据支撑;
2. 应用前沿的计算机视觉模型、多模态模型、大语言模型技术,优化数据标注流程,提升标注效率与精准度,降低标注成本;
3. 基于业务场景构建专业的算法测试集体系,确保测试集能够真实反映算法实际应用场景的表现,输出客观的算法效果评估结果;基于测试集反馈,优化数据策略,持续提升模型性能。职位要求职位要求
1. 精通数据清洗、标注、存储、管理全流程技术,具备实际的数据处理流程搭建或优化经验;
2. 熟悉Linux操作系统环境,熟练掌握Python编程语言,能独立编写数据处理脚本;
3. 具备极高的数据质量意识和严谨的工作态度,能够敏锐发现数据异常、标注偏差等问题,并推动问题落地解决;
4. 具备良好的逻辑分析能力和沟通协作能力,能够跨团队对齐数据标准与需求。
加分项
1. 熟悉计算机视觉模型训练全流程,深刻理解数据质量、数据分布对模型训练效果的影响,有相关数据优化实践经验;
2. 了解Spark、Flink等分布式数据处理框架,具备分布式数据处理项目落地经验优先;
3. 熟悉LabelImg、LabelMe、LabelStudio等数据标注工具;
4. 具备多模态数据处理经验,或有算法测试集构建、迭代优化相关经验者优先。 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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