京东运筹优化/机器学习算法工程师
社招全职3年以上算法开发岗地点：北京状态：招聘
工作描述
任职要求 （必选）计算机相关专业硕士及以上学历，有3年以上运筹优化相关实际落地经验 （必选）对常见运筹优化、调度和预估相关算法有较为深入理解与落地经验 （必选）有大数据处理经验，熟悉Hadoop/Hive/Spark/flink等大数据平台熟悉并有使用经验 （必选）熟练掌握C++/JAVA/Python任意一种开发语言…
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+
运筹优化+
https://medium.com/gousto-engineering-techbrunch/an-introduction-to-operations-research-5a9e898b6c60
Operations research (OR) is a scientific approach to determining the optimal solution to a defined business problem.
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
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.
Flink+
https://nightlies.apache.org/flink/flink-docs-release-2.0/docs/learn-flink/overview/
This training presents an introduction to Apache Flink that includes just enough to get you started writing scalable streaming ETL, analytics, and event-driven applications, while leaving out a lot of (ultimately important) details.
https://www.youtube.com/watch?v=WajYe9iA2Uk&list=PLa7VYi0yPIH2GTo3vRtX8w9tgNTTyYSux
Today’s businesses are increasingly software-defined, and their business processes are being automated. Whether it’s orders and shipments, or downloads and clicks, business events can always be streamed. Flink can be used to manipulate, process, and react to these streaming events as they occur.
还有更多 •••
相关职位
社招3年以上算法开发岗
（必选）计算机相关专业硕士及以上学历，有3年以上运筹优化相关实际落地经验 （必选）对常见运筹优化、调度和预估相关算法有较为深入理解与落地经验 （必选）有大数据处理经验，熟悉Hadoop/Hive/Sp
更新于 2026-07-26北京
社招A81673
1、具有博士学位，具备优秀的研究背景，在Data/系统/AI领域的顶会（CCF-A）有一作论文； 2、具备扎实的运筹学理论基础，精通线性规划、整数规划、组合优化等领域知识，熟练掌握至少一种商业或开源求
更新于 2026-06-05北京
社招3-5年
任职要求 1、本科及以上学历，运筹学、应用数学、统计学、计算机、工业工程、物流工程等相关专业； 2、5 年以上算法落地经验，熟悉供应链 / 物流 / 场景优先； 3、精通 Python 数据分析与建模
更新于 2026-07-27上海
社招软硬件服务-软件
1. 硕士研究生及以上学历，专业背景为运筹学、数学、计算机科学等相关领域 2. 熟悉常用的运筹调度算法和模型优化方法，具备扎实的运筹优化理论基础 3. 熟悉运筹调度问题的建模和求解，具备扎实的数学
更新于 2026-08-04北京