【字节跳动】云网络AI Infra研发专家/架构师
全职社招A141338地点:上海状态:招聘
工作描述
任职要求
1、计算机相关专业,本科以上学历,5年以上研发/架构经验; 2、熟悉主要云厂商的AI Infra解决方案,有分布式计算和网络项目经验; 3、熟悉主流AIGC算法模型原理,熟悉LLM/CV/NLP/推荐系统等业务场景的系统和原理; 4、有高性能网络(如RDMA、NCCL、MPI等)开发经验者优先。
工作职责
1、负责云网络AI Infra业务研发,探索推理框架与云网络系统的深度集成,优化大模型推理性能; 2、推动云网络与大模型加速相关生态建设,设计和实施AI Infra中云网络的软硬结合解决方案; 3、持续跟进LLM前沿技术和开源方案,完成业务场景化分析,并落地云网络产品,提升产品竞争力。
包括英文材料
学历
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.w3schools.com/dsa/
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
推荐系统