字节跳动风控算法实习生-财经业务
实习兼职A109893地点:北京状态:招聘
任职要求
1、2026届硕士及以上学位在读,计算机、软件工程、统计学、数学等相关专业优先; 2、有数据挖掘、机器学习、大模型相关的实际项目经验者优先考虑; 3、熟悉Linux平台,熟悉Python、R、C++等至少一门主流编程语言,对数据结构和算法设计有较为深刻的理解; 4、熟悉各类模型分类与回归算法,熟悉各类变量筛选与降维算法,了解Hadoop、Hive、分布式仓库者优先考虑; 5、具备较强的学习能力和逻辑能力,良好的建模思维,对前沿技术有热情,有较强的执行力和沟通能力。
工作职责
ByteIntern :面向2026届毕业生(2025年9月-2026年8月期间毕业),为符合岗位要求的同学提供转正机会。 团队介绍:依托抖音集团的科技能力和产品,我们为抖音电商、生活服务、直播等场景提供金融服务,为抖音用户提供更好的支付、消费金融、保险等金融服务。科技创新,普惠大众。 1、参与相关领域的大数据应用,利用大数据、机器学习算法建立起模型体系; 2、根据实际风控场景构建风控模型,包括第三方数据挖掘、风控变量挖掘、风控模型、反欺诈模型等输出; 3、研究前沿技术,并应用于业务中解决实际问题。
包括英文材料
学历+
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
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.
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
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
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.
R+
[英文] R Tutorial
https://www.w3schools.com/r/
R is often used for statistical computing and graphical presentation to analyze and visualize data.
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/
Hadoop+
https://www.runoob.com/w3cnote/hadoop-tutorial.html
Hadoop 为庞大的计算机集群提供可靠的、可伸缩的应用层计算和存储支持,它允许使用简单的编程模型跨计算机群集分布式处理大型数据集,并且支持在单台计算机到几千台计算机之间进行扩展。
[英文] Hadoop Tutorial
https://www.tutorialspoint.com/hadoop/index.htm
Hadoop is an open-source framework that allows to store and process big data in a distributed environment across clusters of computers using simple programming models.
Hive+
[英文] Hive Tutorial
https://www.tutorialspoint.com/hive/index.htm
Hive is a data warehouse infrastructure tool to process structured data in Hadoop. It resides on top of Hadoop to summarize Big Data, and makes querying and analyzing easy.
https://www.youtube.com/watch?v=D4HqQ8-Ja9Y
相关职位
实习A169865A
ByteIntern:面向2026届毕业生(2025年9月-2026年8月期间毕业),为符合岗位要求的同学提供转正机会。 团队介绍:依托抖音集团的科技能力和产品,我们为抖音电商、生活服务、直播等场景提供金融服务,为抖音用户提供更好的支付、消费金融、保险等金融服务。科技创新,普惠大众。 1、负责日常策略相关数据分析、特征加工、策略评估工作; 2、构建监控报表,对异常波动进行风险识别并进行风险提示和预警; 3、梳理业务相关数据分布与逻辑、构建多维度用户画像辅助业务策略。
更新于 2025-02-20
实习风控算法
1、深入了解小红书风控场景的业务和数据,能够从数据中发现问题,思考解决问题的方案并尝试落地; 2、调研现有主流大模型的能力,结合实际业务和数据思考落地可行性方案,并结合业务思考如何对模型性能做出合理评估; 3、在工作中能快速成长,积极探索前沿技术,解决好业务中遇到的实际问题,完成数据处理、建模和工程上线,对AI技术始终保持热爱。