心动TapTap 高级 C++开发工程师(上海)
社招全职3年以上技术大类地点:上海状态:招聘
任职要求
1、计算机、数学等相关专业优先,3年以上软件开发工作经验; 2、熟悉 Linux 平台开发,3年以上Linux平台开发工作经验; 3、熟练掌握 C/C++语言,具备面向对象编程思想,熟悉常用数据结构和算法,熟练使用 C++ 标准库; 4、对机器学习框架 TensorFlow/PyTorch 有深入了解者优先; 有召回/数据库等索引结构的设计开发经验的优先;有NVIDIA GPU和CUDA编程的经验优先; 5、能够熟练使用GPU性能分析和调试工具,且具有实际的性能优化经验者优先; 6、具备良好的团队合作精神和沟通能力,具备快速学习和解决问题的能力。
工作职责
1、 参与公司模型训练框架和工具的开发、优化等,提高模型训练的吞吐; 2、参与分布式存储服务的开发、优化工作; 3、完成技术中台的技术选型、技术难点攻关等工作。
包括英文材料
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
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.
CUDA+
https://developer.nvidia.com/blog/even-easier-introduction-cuda/
This post is a super simple introduction to CUDA, the popular parallel computing platform and programming model from NVIDIA.
https://www.youtube.com/watch?v=86FAWCzIe_4
Lean how to program with Nvidia CUDA and leverage GPUs for high-performance computing and deep learning.
相关职位
社招3年以上技术大类
1、 参与公司模型训练框架和工具的开发、优化等,提高模型训练的吞吐; 2、参与分布式存储服务的开发、优化工作; 3、完成技术中台的技术选型、技术难点攻关等工作。
更新于 2025-08-14
社招3年以上技术大类
负责后端项目基础架构、业务架构的设计与演进; 深入发掘和分析业务需求,撰写技术方案和系统设计; 负责数据库结构、缓存、消息队列的设计和优化工作; 分析系统瓶颈,解决各种疑难问题,对系统进行性能调优; 对于代码持续进行优化和重构工作,并积极参与 code review。
更新于 2025-10-09
社招3年以上技术大类
负责后端项目基础架构、业务架构的设计与演进; 深入发掘和分析业务需求,撰写技术方案和系统设计; 负责数据库结构、缓存、消息队列的设计和优化工作; 分析系统瓶颈,解决各种疑难问题,对系统进行性能调优; 对于代码持续进行优化和重构工作,并积极参与 code review。
更新于 2025-08-14