菜鸟菜鸟-运筹优化算法工程师-杭州
社招全职3年以上技术类-算法地点：杭州状态：招聘
任职要求
1.自动化、工业工程、运筹学、计算机、应用数学等相关专业优先； 2. 熟悉资源调度分配等相关算法和理论，了解并掌握离散事件仿真，多智能体仿真，掌握运筹优化领域常见问题模型（选址/路径规划/背包/指派/排程/车辆调度/装箱等）和大规模组合优化精确求解方法（BCP/LR/BD等.，熟悉常见的邻域搜索类和种群进化类启发式算法 3. 熟悉大规模多智能体路径规划算法，熟悉常用路径规划算法和解死锁算法，有交通管制算法经验；了解AGV等底层硬件运动和控制特性 4. 有3年以上成熟资源调度产品（如WMS、WES、WCS、RCS等）核心算法研发经验，对应产品实际运用在多个大型智能仓储项目中；有大规模AGV集群调度相关项目落地经验 5. 熟悉常用算法和数据结构，熟悉MYSQL等关系数据库，熟悉Java开发平台，熟练掌握PYTHON/C++/JAVA，有良好的编程习惯； 6. 具备较强的业务理解和模型抽象能力，能快速建立模型并设计方案解决现实业务问题，有良好的沟通能力和逻辑思维 7. 需要具备英语听说读写能力
工作职责
1. 根据项目计划，负责宝洁仓储仿真产品的核心技术设计、研发、仿真运行、报告输出和汇报； 2. 根据项目计划，负责宝洁仓储业务落地相关算法的开发、调试和落地工作； 3. 负责客户现场的技术支持、突发问题定位和解决； 4. 与项目经理、软硬件研发人员紧密协作， 团队合作技术攻坚和解决疑难技术问题，支持项目和产品的持续优化和迭代。
包括英文材料
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/
ElasticSearch+
https://www.youtube.com/watch?v=a4HBKEda_F8
Learn about Elasticsearch with this comprehensive course designed for beginners, featuring both theoretical concepts and hands-on applications using Python (though applicable to any programming language). The course is structured in two parts: first covering essential Elasticsearch fundamentals including index management, document storage, text analysis, pipeline creation, search functionality, and advanced features like semantic search and embeddings; followed by a practical section where you'll build a real-world website using Elasticsearch as a search engine, working with the Astronomy Picture of the Day (APOD) dataset to implement features such as data cleaning pipelines, tokenization, pagination, and aggregations.
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
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.
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.
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.
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
编程规范+
[英文] Google Style Guides
https://google.github.io/styleguide/
Every major open-source project has its own style guide: a set of conventions (sometimes arbitrary) about how to write code for that project. It is much easier to understand a large codebase when all the code in it is in a consistent style.
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