阿里巴巴算法工程师-运筹优化
实习兼职阿里巴巴2027届实习生地点：杭州 | 上海状态：招聘
工作描述
任职要求 1. 具备深厚的数学功底，精通建模与系统思维，能从全局视角拆解复杂问题，平衡局部与全局最优力； 2. 编程功底扎实，精通 Python (NumPy/Pandas/Scipy)，熟悉 C++/Java/Julia 等至少一门高性能语言； 3. 学习能力强，能追踪 OR-LLM 融合、混合推理机制、因果推理等交叉领域的前沿技术； 4. 具备良好的跨域跨团队沟通能力，能将模糊的需求转化为严谨的技术方案。 【加…
登录查看完整工作描述
微信扫码，1秒登录
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.
NumPy+
https://numpy.org/doc/stable/user/absolute_beginners.html
NumPy (Numerical Python) is an open source Python library that’s widely used in science and engineering.
[英文] NumPy - Learn
https://numpy.org/learn/
Below is a curated collection of educational resources, both for self-learning and teaching others, developed by NumPy contributors and vetted by the community.
https://www.kaggle.com/code/themlphdstudent/learn-numpy-numpy-50-exercises-and-solution
This kernel uses exercises of NumPy from the Machine Learning Plus webpage
https://www.youtube.com/watch?v=KHoEbRH46Zk
If you've heard of Pandas and NumPy, you may think one is simply a superset of the other.
https://www.youtube.com/watch?v=QUT1VHiLmmI
Learn the basics of the NumPy library in this tutorial for beginners.
https://www.youtube.com/watch?v=VXU4LSAQDSc
This video serves as an introduction to the NumPy Python library.
Pandas+
[英文] 10 minutes to pandas
https://pandas.pydata.org/docs/user_guide/10min.html
This is a short introduction to pandas, geared mainly for new users.
[英文] Cookbook - pandas
https://pandas.pydata.org/docs/user_guide/cookbook.html#cookbook
This is a repository for short and sweet examples and links for useful pandas recipes.
https://www.kaggle.com/learn/pandas
Solve short hands-on challenges to perfect your data manipulation skills.
https://www.youtube.com/watch?v=2uvysYbKdjM
I'm super excited for this one. We're doing another complete Python Pandas tutorial walkthrough.
https://www.youtube.com/watch?v=Mdq1WWSdUtw
Filtering, Joins, Indexing, Data Cleaning, Visualizations
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.
Julia+
https://julialang.org/learning/
We have created a non-exhaustive list of community provided Julia tutorials.
https://www.freecodecamp.org/news/learn-julia-programming-language/
Julia is a high-level, dynamic programming language, designed to give users the speed of C/C++ while remaining as easy to use as Python.
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
还有更多 •••
相关职位
实习阿里巴巴日常实习
1.学历要求：本科及以上。 2.有扎实的运筹优化建模能力，能够根据业务需求快速建模。 3.对MIP、启发式解法、ADP等算法深入了解，能够采用这些算法解决实际问题。 4.具有扎实的工程实现能力，对离线
更新于 2026-04-15杭州
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 2026-08-21北京