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具身智能高级专家/负责人
英达科技有限公司
英
Job Type / Job Level
Full-time / Fresh/Entry Level
Job Location
Beijing, Beijing, China
Salary Range
CN¥ 60,000 - 90,000 (Monthly)
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该职位来源于猎聘 岗位职责: 1.主导多模态具身智能大模的算法设计、开发和优化工作,包括但不限于模仿学习、强化学习、迁移学习、多模态融合等技术在具身智能中的应用;
负责具身智能AI应用架构模型定义,应用运维、监控模型定义和框架开发和批量交付能力构建;
参与具身基础操作大模型研发,模型训练,仿真测试环境构建及真机测试,与硬件架构师合作,共同设计和优化完整的软件/硬件解决方案,以提供优秀的系统性能;
负责模型异构GPU芯片的软硬件技术平台的设计和算子加速优化;
负责跟踪和研究具身智能领域的最新技术和发展趋势,探索新的技术和方法在具身大模型中的应用,推动技术创新。 任职要求: 1. 熟悉具身智能技术,如小模型微调、多模态、模仿学习、强化学习,以及前沿方法 Mobile Aloha、π0、HIL-SERL、Diffusion Policy、RT1/RT2/X、OpenVLA; 2. 深入了解多模态数据处理流程,具备文本、图像、音频数据的预处理与特征提取经验; 3. 熟悉各类 Transformer 模型,有数据处理、预训练、微调(SFT/RLHF)及评测经验; 4. 有相关项目经验或在顶会(CVPR、ICCV、TRO、RSS、ICRA、IROS 等)发表高水平论文者优先; 5. 拥有 2 年以上 NVIDIA GPU 开发与性能优化经验,熟悉 PyTorch、TensorFlow 开发框架,熟练掌握 GPU 性能分析工具(Nsight System/Compute)及算子性能理论分析模型者优先; 6. 熟悉英伟达 AI 套件全栈软件,包括加速库(CUDA、NCCL、Tools)、GPU 集群部署性能优化、大模型训推融合算子优化、AI 编译器图层与算子层优化设计,以及调优和部署工具; 7. 985/211/QS100 高校毕业,博士1-2年,硕士 5 年,本科 7 年以上工作经验,计算机相关专业,有软件开发和 AI 应用开发经验; 8. 具备良好技术基础,能够持续优化工程架构、研发工具和工作流,追求极致效率、性能和稳定性; 9. 能够在日常工作中熟练使用英语进行沟通。
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