Bambu Lab

ai-infra基础架构-实习生

Bambu Lab  •  Onsite  •  5 months ago
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Job Description

ai-infra基础架构-实习生深圳实习研发职位描述核心职责
1. 参与核心研发,负责推理引擎与深度学习训练和推理框架的设计、研发及迭代,支撑AI算法高效落地与规模化
应用。
2. 主导算子优化(融合/自定义开发)、模型量化/剪枝等技术落地,攻克部署性能瓶颈;完成推理框架在
NPU/GPU/CPU多平台的适配,保障跨平台稳定性与高效性。
3. 跟踪前沿技术,持续优化推理引擎的性能、内存占用及易用性,推动技术架构升级。职位要求职位要求
任职要求
1. 精通计算机体系结构、编译原理等知识;熟练掌握C++/Pythorn,能编写高性能代码。
2. 深入理解CUDA编程;熟练运用MNN/RKNN/TensorRT等推理框架;熟悉TensorFlow/PyTorch/ONNX底层原理及
模型转换。
3. 具备Megatron、DeepSpeed、vLLM或SgLang开发经验。
4. 有算子开发优化实战经验,可独立实现高性能算子;掌握模型性能分析工具,具备量化、剪枝等技术落地能
力。
加分项
熟悉CNN/Transformer等模型结构与推理特性。
有AI算法在边缘端NPU/云端大模型的工业级部署经验。
有相关开源项目贡献。 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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