腾讯音乐QQ音乐推荐算法工程师
社招全职QQ音乐-技术类地点：深圳状态：招聘♡ 收藏
工作描述
任职要求 1.硕士及以上学历，计算机、人工智能、统计学、应用数学、电子信息、音乐声学等相关专业；有计算机视觉 / NLP / 音频算法背景优先； 2.扎实机器学习、深度学习理论功底，熟悉多目标建模（MMOE）、深度排序、向量召回等主流推荐技术；熟悉LLM4Rec、生成式推荐优先； 3.扎实工程开发能力，精通 Python，熟练使用 C++/Go 其中至少一门高性能开发语言；熟练使用TensorFlow/PyTorch 搭建训练模型； 4.熟悉大数据分布式计算生态（Spark/Hive/Flink），具备亿级样本分布式训练、实时特征工程、AN…
登录查看完整工作描述
微信扫码，1秒登录
包括英文材料
学历+
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
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.
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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
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。
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.
还有更多 •••
相关职位
社招5年以上
1、本科以上学历，计算机相关专业，5年以上相关工作经验； 2、熟练掌握使用Python、C++语言，有扎实的机器学习理论基础； 3、熟悉矩阵分解、GBDT、LTR、Word2Vec、CRF、LSTM等
更新于 2025-07-24长沙|深圳
校招J1005
1、硕士及以上学历，计算机、数学或统计学相关专业； 2、熟悉Linux、C++、Java或Python，优秀的编码能力，扎实的数据结构和算法功底； 3、具有推荐系统、机器学习、数据挖掘或者自然语言理解
更新于 2026-08-17北京
社招2年以上金融科技业务
1、计算机、数学、统计等相关专业硕士及以上学历，扎实的机器学习与深度学习基础。 2、2年以上搜索/推荐/广告相关算法经验，熟悉主流模型（DeepFM、DIN、SIM、多任务学习等）。 3、精通Pyth
更新于 2026-06-17北京|南京|上海
社招
1. 有一定的c/c++ 编程背景，熟悉常用算法和数据结构 2. 具有较强的利用数据分析，挖掘，解决业务问题的能力 3. 熟悉分类、聚类等常用数据挖掘技术；熟悉常见机器学习技术 4. 有机器学
北京