长鑫存储资深数据分析师- Sr Data Analyst(J19882)
社招全职5年以上业务赋能类地点：合肥状态：招聘
工作描述
任职要求 1. 教育背景与专业知识：本科及以上学历，统计学、工业工程、计算机、半导体材料或器件相关专业； 2. 专业技能与资格：精通Python/R/SQL，能使用机器学习框架（Scikit-learn/XGBoost/LightGBM/Pytorch）完成实际项目落地与工程实施；掌握时序预测（Prophet/ARIMA/SARIMA/TST）及优化算法（LP/IP/COP），能定期阅读论文并分享前沿发展方向；熟练使用BI工具（Tableau/Power BI）及数据工程栈（Spark/Hadoop）；具备大语言模型（LLM）落地经验，能使用LangChain/LangGraph开发自定义智能体； 3. 行业与专业经验：5…
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+
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.
SQL+
https://liaoxuefeng.com/books/sql/introduction/index.html
什么是SQL？简单地说，SQL就是访问和处理关系数据库的计算机标准语言。
https://sqlbolt.com/
Learn SQL with simple, interactive exercises.
https://www.youtube.com/watch?v=p3qvj9hO_Bo
In this video we will cover everything you need to know about SQL in only 60 minutes.
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.
Scikit-learn+
https://www.ibm.com/think/topics/scikit-learn
Scikit-learn, or sklearn, is an open source project and one of the most used machine learning (ML) libraries today.
https://www.youtube.com/watch?v=SIEaLBXr0rk
Today we to a crash course on Scikit-Learn, the go-to library in Python when it comes to traditional machine learning algorithms (i.e., not deep learning).
XGBoost+
[英文] What is XGBoost?
https://www.ibm.com/think/topics/xgboost
XGBoost (eXtreme Gradient Boosting) is a distributed, open-source machine learning library that uses gradient boosted decision trees, a supervised learning boosting algorithm that makes use of gradient descent.
https://www.youtube.com/watch?v=BJXt-WdeJJo
takes a deep dive into one of the most powerful machine learning algorithm, eXtreme Gradient Boosting, using a Jupyter notebook with Python.
LightGBM+
https://lightgbm.readthedocs.io/en/stable/
LightGBM is a gradient boosting framework that uses tree based learning algorithms.
https://www.youtube.com/watch?v=tSZxOd1TWZc
In this video, we explore LightGBM, a machine learning algorithm developed by Microsoft that offers superior speed, efficiency, and accuracy.
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5-10年网易游戏（互娱）
1、本科及以上学历，计算机、统计学、数学等相关专业背景，3年以上数据分析工作经验； 2、精通SQL，并能使用Python进行数据清洗、分析、建模； 3、数理逻辑强，数据敏感度高，具备独立分析及解决问题
更新于 2026-04-08广州
社招3年以上商业分析
1、国内外一线互联网、咨询、研究院等相关行业3年以上工作经验；有量化分析相关专业学历（如数据科学/统计/经济学/计算机/应用数学等）或相关工作背景，对AI赋能业务有热情 2、熟悉常规的统计分析方法和数
更新于 2026-06-23北京
社招5-8年商业分析
1. 硕士及以上学历，数学、统计、计算机、金融等相关专业背景； 2. 5-8年信贷相关工作经验，具备项目管理、团队协作、数据分析、流程优化等能力； 3. 具备良好的沟通表达能力、团队协作精神和解决问题
更新于 2026-06-08深圳
社招3年以上商业分析
1. 全日制本科以上学历，3年以上数据分析/金融业务相关工作经验； 2. 有信贷/信用卡等金融业务相关背景和项目经验者优先； 3. 具备优秀的量化分析能力，能熟练使用相关分析工具，独立完成数据抽取，加
更新于 2026-06-08上海