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Open nowPosted 423 days ago

多模态大模型数据后端架构师-智能创作(北京/上海/深圳)

ByteDance19,208 open roles

Where
Beijing, Chinese Mainland
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Your applicationOpen now多模态大模型数据后端架构师-智能创作(北京/上海/深圳)ByteDance · Beijing, Chinese Mainland
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The clock on this job

Early applications get read.

12.1% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 2 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.5%3 days
  3. 12.1%7 days
  4. 19.1%14 days
  5. 35.6%30 days
  6. 52.7%60 days
This job: posted 423 days ago

ByteDance median: 2 days open

The posting

1、负责智能创作AI平台数据工程的架构设计和持续演进,满足视觉大模型(Seedance、Seedream、Seed VLM)后训练数据生产需求; 2、构建离线批量推理系统,深入优化性能和硬件资源使用效率,提升系统的性能、可靠性和扩展性; 3、与后训练平台团队深度合作,提供数据处理和后训练基础设施高效结合的技术方案,加速后训练模型生产过程; 4、与算法同学密切配合,理解视觉大模型研发流程,前沿模型研究中数据解决方案的架构设计和演进; 5、持续探索业界前沿的多模态数据处理技术,设计并实现到自研数据平台中。

1、硕士学位及以上,计算机、人工智能等专业优先; 2、扎实的编程基础、良好的编程风格,熟悉多线程编程、分布式计算、网络通信、内存管理、设计模式; 3、熟悉多项大数据处理的工具/框架,例如Hadoop、HDFS、Hive、MapReduce、Spark、Presto、ClickHouse、Ray、数据湖等; 4、具备分布式系统的研发经验,有优化系统性能问题的能力和经验; 5、具备优秀的分析问题和解决问题能力,勇于挑战困难问题,注重细节;具备良好的团队协作意识。

【加分项】 1、有生成式大模型性能优化经验,熟悉训练、部署链路优化技术; 2、熟悉Ray内核或者Ray相关框架应用; 3、有GPU资源调度、负载均衡实战经验积累; 4、有RL数据处理、训练经验。

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