平安集团算法工程师
社招全职5年以上金融类地点：上海状态：招聘
工作描述
任职要求 1.学历与背景：本科及以上，计算机、统计、计量经济、运筹学、数学等相关专业；3 5年算法/数据科学经验。 2.编程与工程：Python为主，熟悉SQL，具备Spark/Hive/Hadoop等大数据处理经验，能将模型工程化上线。 3.统计与机器学习：扎实的概率统计、优化基础；熟练使用LR、GBDT/XGBoost/LightGBM、DNN/DeepFM/Wide&Deep等模型，理解特征交叉、校准、分布…
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+
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/
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
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.
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.
Spark+
[英文] Learning Spark Book
https://pages.databricks.com/rs/094-YMS-629/images/LearningSpark2.0.pdf
This new edition has been updated to reflect Apache Spark’s evolution through Spark 2.x and Spark 3.0, including its expanded ecosystem of built-in and external data sources, machine learning, and streaming technologies with which Spark is tightly integrated.
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
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.
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.
还有更多 •••
相关职位
社招算法开发岗
1.硕士及以上学历，计算机相关专业； 2.具有优秀的编程基础，熟练使用Python/C++等至少一种编程语言； 3.熟悉NLP、CV、ML等相关的技术，深入理解大模型相关技术栈（如Reward Mod
更新于 2026-06-17北京
社招计算机网络技术类
1、硕士及以上学历，计算机、人工智能、电子信息、软件工程、数学、统计学等相关专业； 2、熟悉自然语言处理、机器学习、模式识别等常用算法，熟悉NLP领域当前热点和前沿技术，对NLP有完整的、系统的认识
更新于 2026-06-17深圳
社招2年以上技术类
岗位职责： 1、深入研究互联网业务场景，如搜索推荐、广告投放、用户增长等，设计并开发高效的算法模型，以解决实际业务问题，提升业务指标。 2、持续优化现有算法，提高算法的准确性、效率和稳定性。 3、对算
更新于 2026-02-02北京
校招会员业务研发部
工作职责： 1.参与核心推荐算法研发：负责召回、粗排、精排、重排等一个或多个阶段的模型设计、实现与调优。 2.数据驱动与效果迭代：深入分析用户行为数据，挖掘潜在模式，通过AB实验科学评估算法效果，持续
更新于 2026-08-14北京