哔哩哔哩AI算法后台开发工程师
社招全职技术类地点:上海状态:招聘
包括英文材料
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
Go+
https://www.youtube.com/watch?v=8uiZC0l4Ajw
学习Golang的完整教程!从开始到结束不到一个小时,包括如何在Go中构建API的完整演示。没有多余的内容,只有你需要知道的知识。
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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
系统设计+
https://roadmap.sh/system-design
Everything you need to know about designing large scale systems.
https://www.youtube.com/watch?v=F2FmTdLtb_4
This complete system design tutorial covers scalability, reliability, data handling, and high-level architecture with clear explanations, real-world examples, and practical strategies.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorRT+
https://docs.nvidia.com/deeplearning/tensorrt/latest/getting-started/quick-start-guide.html
This TensorRT Quick Start Guide is a starting point for developers who want to try out the TensorRT SDK; specifically, it demonstrates how to quickly construct an application to run inference on a TensorRT engine.
相关职位
社招1年以上技术类
1、负责图像、NLP等场景AI项目在线服务部署和后端服务开发; 2、同AI算法工程师深度合作,分析推理模型性能瓶颈,在模型/框架层面软硬件结合优化,实现性能提升,满足业务需求; 3、深度学习框架性能优化,包括算子优化,图优化等通用优化,和硬件相关的优化,持续提升推理框架性能。
更新于 2025-09-30
社招4年以上
1. 深度主导语音助手业务的后台架构设计、开发及全方位维护,持续优化迭代,凭借敏锐洞察力主动排查潜在问题并推动高效解决,全力提升产品竞争力与用户体验。 2. 与端侧、AI算法、产品团队紧密合作,定位并解决语音识别与语音合成中的技术问题,优化语音体验;跟进前沿语音技术进展,推动语音助手技术的快速迭代与落地。 3. 大模型技术前沿追踪以及框架应用。了解但不限于 Agent 架构, MCP 协议等. 4. 负责团队基础设施的搭建与维护,通过技术创新显著提升团队研发效率,有力支撑业务的高速拓展。 5. 负责或参与线上系统部署、维护、性能监控、服务器优化等工作。 6. 参与分析系统瓶颈,解决各种疑难杂症,对系统进行性能调优。 7. 积极参与 Code Review、技术方案评审以及团队流程优化,为团队技术能力提升与工作流程完善贡献专业力量。
更新于 2025-04-16