小红书【REDstar】电商算法工程师-内容理解方向
校招全职地点:北京 | 上海 | 杭州状态:招聘
工作描述
任职要求 1、本科及以上学历,计算机、自动化、统计、数学等相关专业; 2、电商和内容平台相关算法经验者优先,工业场景MLLM相关算法经验者优先; 3、出色的机器学习、CV、NLP和数据挖掘基础,熟练使用Python/Java中的一门或多门语言;能够使用SQL进行数据分析; 4、具备优…
登录查看完整工作描述
微信扫码,1秒登录
包括英文材料
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/
学历+
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.
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.
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
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.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
还有更多 •••
相关职位
校招
1、本科及以上学历,计算机相关专业,有大型搜索引擎、广告系统、推荐系统相关实习或项目经历者优先; 2、出色的机器学习、NLP 和数据挖掘基础,对查询分析、相关性、机器学习排序有深刻的理解和应用经验;
更新于 2026-09-25北京|上海|杭州
校招
1、本科及以上学历,计算机、人工智能、图形图像、数字媒体技术等相关专业优先; 2、熟练掌握 C/C++、Python 或其他至少一种主流工程语言,具备扎实的工程实现能力和复杂系统拆解能力; 3、熟悉多
更新于 2026-08-25上海|北京
校招
1、本科及以上学历,计算机、自动化、统计、数学等相关专业; 2、扎实的机器学习基础,掌握大模型/多模态、CV、NLP、推荐或数据挖掘中的一项或多项;具备快速的 coding 能力,熟练使用Python
更新于 2026-08-25北京|上海|杭州