快手可灵平台推荐算法专家(可灵AI专项)
社招全职3-5年D13338地点:北京状态:招聘
任职要求
1、熟练掌握Python、C++、JAVA等至少一门编程语言,优秀的编码能力和习惯,扎实的数据结构和算法功底; 2、计算机/数学/物理/信息等专业硕士及以上学历,国内外重点院校优先。有高水平论文者优先,包括但不限SIGKDD/RECSYS/NeurIPS/ICML/CVPR等; 3、对机器学习、深度学习等主流算法理解深刻且应用熟练;具备扎实的统计学功底,擅长数据分析和科学实验方法;在大模型领域有SFT经验者优先,不限于多模态、视觉生成等; 4、较强的沟通和逻辑表达能力,善于团队协作,有一定的抗压能力,具有较强责任心和目标导向意识。
工作职责
1、主要负责可灵平台推荐/搜索等方向算法优化,帮助提升可灵平台用户留存、营收等核心指标; 2、参与大规模机器学习、深度学习领域技术研发工作,包括但不限于推荐算法、多模态、大模型SFT等算法研发; 3、参与搭建可灵平台实时在线学习推荐算法系统,快速处理海量用户数据,提升算法性能,满足高并发、高时效性和可靠稳定性; 4、和产品、运营等团队合作,共同优化可灵社区生态,提供给用户更好体验,满足用户视频内容生产与消费、社交互动等多方面需求。
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.
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
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.
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/
学历+
RecSys+
[英文] Recommender Systems
https://recsys.acm.org/
This site contains information about the ACM Recommender Systems community, the annual ACM RecSys conferences, and more.
NeurIPS+
https://neurips.cc/
ICML+
https://icml.cc/
CVPR+
https://cvpr.thecvf.com/
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.
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
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
SFT+
https://cameronrwolfe.substack.com/p/understanding-and-using-supervised
Understanding how SFT works from the idea to a working implementation...
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