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Open nowPosted 898 days ago

大模型推理引擎专家 - Seed Model

ByteDance19,268 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now大模型推理引擎专家 - Seed ModelByteDance · Beijing, Chinese Mainland

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The clock on this job

Early applications get read.

11.5% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 9 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.3%3 days
  3. 11.5%7 days
  4. 18.1%14 days
  5. 35.6%30 days
  6. 44.6%60 days
This job: posted 898 days ago

ByteDance median: 9 days open

The posting

团队介绍：字节跳动 Seed 团队成立于 2023 年，致力于寻找通用智能的新方法，追求智能上限，为科技和社会发展作出贡献。

Seed 团队在 AI 领域拥有长期愿景与决心，团队研究方向涵盖 MLLM、GenMedia、AI for Science、机器人等，在中国、新加坡、美国等地设有实验室和岗位。目前，团队已推出业界领先的通用大模型以及前沿的多模态能力，支持豆包、即梦、TRAE 等超过 50 个应用场景，并通过火山引擎开放给企业客户。第三方数据显示，豆包 App 用户量在中国市场排名第一，豆包大模型日均 Token 调用量行业领先。

1、以自研推理引擎为中心的在线推理服务和近离线批式推理任务框架，负责超大规模机器学习系统架构的设计开发，解决系统高并发、高可靠性、高可扩展性等技术难关，为搜索、推荐、审核等业务提供深度模型推理全场景端到端解决方案； 2、针对PyTorch、TensorFlow等框架提供高自动化、极致性能的模型优化方案，技术方案不限于子图匹配、编译优化、模型量化、异构硬件等； 3、面向全球多地域超大规模GPU算力集群，通过弹性调度、GPU超卖、任务编排等方式不断提升算力利用率； 4、与算法部门深度合作，进行算法与系统的联合优化。

1、熟练掌握Linux环境下的C/C++与Python语言，有机器学习系统或搜广推推荐系统相关经验； 2、熟悉至少一种机器学习框架（TensorFlow/PyTorch/MxNet或其他自研框架）； 3、有以下至少一项的背景知识与经验：GPU编程、编译器、模型量化、GPU集群调度； 4、具有独立解决问题的能力，良好的团队合作精神，具备优秀的复杂问题拆解能力； 5、有强烈的工作责任心，较好的学习能力、沟通能力和自驱力； 6、有良好的工作文档习惯，及时按要求撰写更新工作流程及技术文档。

加分项： 1、有推荐/广告/搜索离在线推理系统架构经验； 2、理解GPU硬件架构，理解GPU软件栈（CUDA，cuDNN），具备GPU性能分析的经验。

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