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Open nowPosted 590 days ago

大模型推理研发实习生 - Seed Model

ByteDance19,260 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now大模型推理研发实习生 - Seed ModelByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

11.3% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 27 days.

Share of postings closed within
  1. 2.0%1 day
  2. 4.2%3 days
  3. 11.3%7 days
  4. 17.5%14 days
  5. 34.2%30 days
  6. 43.5%60 days
This job: posted 590 days ago

ByteDance median: 27 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。

日常实习:面向全体在校生,为符合岗位要求的同学提供为期3个月及以上的项目实践机会。

1、参与海量大模型异构资源的调度编排、算力池化、弹性资源混布、潮汐资源拆借和Quota管理; 2、参与大模型推理服务的多角色、多阶段、PD分图/EP调度,KVCache Centric调度,实现动态、及时、准确的扩缩容管理; 3、参与通过技术手段实现计算资源、RDMA高速网络资源、缓存/存储资源的最优调度,充分发挥大规模分布式集群算力; 4、参与大模型服务的稳定性,通过线上和线下的多系统联动,实现在多种异构资源(GPU、CPU、其他异构硬件)、多云环境、多种网络流量场景的问题定位、诊断、隔离和快速恢复; 5、参与多机房、多地域、多云场景的在离线任务/服务调度,实现负载的合理化分布。

1、本科及以上学历在读,计算机相关专业优先; 2、熟练掌握Linux环境下的C++/Go/Python/Shell等1至2种以上语言; 3、了解Kubernetes架构和生态,熟悉Docker/Containerd/Kata/Podman等容器技术; 4、有优秀的逻辑分析能力,能够对业务逻辑进行合理的抽象和拆分; 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,能够快速的响应和行动; 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、了解至少一种主流的机器学习框架/推理引擎,有大模型推理性能优化经验; 2、有大模型资源调度/服务编排的落地经验,参与过大规模分布式系统的设计、开发和维护; 3、了解GPU系统/体系结构; 4、在计算机系统顶会(包括但不限于OSDI/NSDI/SOSP/FAST/Eurosys)上有文章发表经验。

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