
唯品会【2027届实习生】推荐算法实习生
实习兼职地点:上海 | 广州状态:招聘
工作描述
任职要求 1、2027 届硕士及以上学历,计算机科学、人工智能、数学、统计学等相关专业。 2、在推荐系统、信息检索、机器学习、深度学习、自然语言处理、计算机视觉、高性能计算中的至少一个方向有深入研究或实践经验。 3、编程基础扎实,熟练掌握 Python/C++,对数据结构和算法有深刻理解;熟悉 TensorFlow/PyTorch 等至少一种主流框架。 4、在顶级国际会议或期刊(如 KDD, RecSys, SIGIR, WWW, NeurIPS, ICML, ICLR, CVPR, ACL 等)发表过论文者优先;在 Kaggle、天池、ACM-ICPC 等竞赛中取得优异成绩者优先。 5、具备优秀的逻辑思维能力和问题拆解能力,能够在复杂场景下独立分析问题并提出可行的解决方案。 6、对技术有热情,有较强的自驱力和韧性,善于沟通协作,乐于接受有挑战性的问题。 【实习3个月后可参与考核,表现优异者可获得极具竞争力的秋招转正Offer】 工作职责 【团队介绍】 唯品会推荐算法团队,是驱动唯品会电商业务增长的核心技术引擎之一。我们负责从召回、粗排、精排、重排、混排的全链路推荐算法,并深入探索大模型、生成式推荐、高性能计算等前沿领域,持续优化用户体验与商业效率。 我们所负责的推荐场景涉及全部唯品会APP及小程序,包括首猜一跳/二跳(档期流/档期列表页),首页关键栏目(今日特卖入口/落地页商品feeds),…
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包括英文材料
学历+
推荐系统+
[英文] Recommender Systems
https://www.d2l.ai/chapter_recommender-systems/index.html
Recommender systems are widely employed in industry and are ubiquitous in our daily lives.
信息检索+
https://nlp.stanford.edu/IR-book/information-retrieval-book.html
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.
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.
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.
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.
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
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/
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