Generative AI - 3D Foundation Model
US · Sunnyvale · Shanghai, Beijing, Shenzhen · Remote · Full-time
Salary not stated
AI summary
About the company
Meshy是3D生成式AI领域的市场领导者，2024年A16Z游戏调查显示其为最受欢迎的3D AI工具，服务Meta、SE等企业及数百万用户，业务覆盖游戏、影视、3D打印等多领域。
Role overview
作为Meshy核心团队的研究科学家，您将负责开发3D原生生成式基础模型，推动3D AI领域的前沿研究，连接研究与产品落地，为全球创作者及企业用户打造高效优质的3D生成工具，支持团队快速推进技术突破。
Responsibilities
- 设计、训练、优化大规模3D生成模型，覆盖预训练、后训练及扩散等范式
- 连接前沿研究与产品，部署模型至面向数百万用户的实际产品
- 创建新型模型架构，提升3D生成的速度、质量与可控性
- 与基础设施团队协作，构建可扩展的训练与数据管道
- 将工程规范融入研究环境，打造可复现的实验与代码
- 通过内部演示、开源贡献等分享研究成果，推动领域发展
Requirements
- 具备Transformer架构的深入理解，精通Python与Tensor编程
- 熟悉扩散模型、流匹配等现代生成式AI模型
- 具备多模态AI的好奇心与热情，理解3D世界的感知与生成逻辑
- 具备将高层目标转化为具体研究与实施步骤的能力
- 能在快节奏环境中自我驱动，具备团队协作能力
Nice to have
- 熟悉大规模基础设施的高性能训练（如SLURM、Ray、K8s）
- 有热门开源机器学习项目贡献或顶级CV/ML会议论文发表经历
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Excerpt
Who You Are You are a talented, hands-on researcher who thrives in a fast-paced environment, is self-directed, a team player, and knows how to get things done efficiently. You have deep understanding of the transformer architecture , have strong python and tensor programming skills , have a vision…
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