Bambu Lab

AI算法工程师(生成式AI与工程应用)

Bambu Lab  •  Onsite  •  4 months ago
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Job Description

AI算法工程师(生成式AI与工程应用)深圳全职研发职位描述核心职责
1. 图像生成算法优化
- 针对GPT Image 1.5, Gemini 3.0 Flash Image (Nanobanana 2.0)等闭源 SOTA 模型,进行深度的 Prompt Engineering,以满足业务美学与功能需求。
- 基于 Qwen Image, Flux 等开源 SOTA 模型,进行全参微调、LoRA、ControlNet或IP-Adapter 训练,实现特定风格化或特定物体的精准生成。
- 优化图像生成工作流,解决生成过程中的一致性、细节表现及生成效率问题。
2. 多模态大模型应用
- 针对 GPT-4o, Claude 3.5, Gemini 1.5 Pro 等模型进行复杂任务的 Prompt 优化及 RAG(检索增强生成)策略开发。
- 基于 Qwen2-VL, LLaVA 或 InternLM-XComposer 等开源 SOTA 多模态模型,进行监督微调 (SFT) 或基于人类反馈的强化学习 (RLHF/DPO),提升模型在垂直领域的理解与推理能力。
- 定义数据标准,参与构建高质量的多模态训练数据集。职位要求任职要求
- 计算机、数学、自动化相关专业本科及以上学历。
- 熟练掌握 Python,熟悉 PyTorch 等主流深度学习框架。
- 深入理解Transformer、DiT架构,有 LoRA 训练经验,熟悉 Diffusers 库。
- 具备良好的数据敏感度,能够独立完成从数据准备、模型训练到效果评测的全流程。
- 加分项:
- 在 Civitai 或 Hugging Face 社区有高人气模型贡献者。
- 有大规模多模态数据清洗与处理经验。
- 具备高性能推理部署经验(如 TensorRT, vLLM 等)。 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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