
多益网络Python开发工程师
社招全职技术类地点:广州状态:招聘
任职要求
【广州】 方向一: 1、计算机相关专业,有爬虫和反爬虫开发经验优先,有App爬取经验优先; 2、熟悉linux平台开发,精通Python,熟悉常用的爬虫框架和工具; 3、熟悉MongoDB、Redis、Mysql,掌握MQ,了解HBase、KAFKA等; 4、熟悉HTTP协议,熟悉正则表达式、XPath、CSS选择器等,了解常用验证码识别技术; 5、能独立解决实际开发过程碰到的各类问题。 方向二: 1、计算机相关专业毕业; 2、熟练掌握Python编程,有一定的web后台开发经验者尤佳; 3、热爱游戏,对参与游戏自动化测试开发领域有热忱。 【武汉】 1、计算机相关专业; 2、能熟练使用Python语言开发;有阅读和理解Python代码的能力; 3、能够独立分析大型网站页面结构,并完成所需数据的爬取、分析、筛选、储存功能; 4、熟悉Mysql等至少一种关系型数据库。熟悉Redis、MongoDB等数据库者优先; 5、熟悉Falsk/Tornado/Django等Web开发框架者优先; 6、熟悉数据挖掘、自然语言处理、信息检索、机器学习等技术者优先; 7、有良好的学习能力,能够根据需求学习新技术并应用于开发。 提示:公司实行全面禁烟制度。
工作职责
【广州】 方向一: 1、参与分布式爬虫和数据采集系统的架构设计和开发; 2、负责网络数据抓取规划、定期爬取指定网站的数据; 3、设计爬虫策略和防屏蔽规则,提升网页抓取的效率和质量; 4、参与数据层建设,专注于垂直领域数据爬取,进行多平台信息的抓取和分析; 5、实现数据提取、清洗、结构化、入库、统计分析等需求; 6、研究优化算法,提升爬虫系统的稳定性、可扩展性; 7、根据业务需要,完成上级安排的其他市场调研/数据分析/方案设计等工作。 方向二: 1、负责游戏自动化测试工具及平台的后台开发工作,dev-ops+测试自动化; 2、根据业务需要,完成上级安排的市场调研/数据分析/方案设计等其他工作。 【武汉】 1、参与Python分布式爬虫和数据采集系统的架构设计、开发和维护; 2、参与Python数据平台、Web服务、机器学习等相关开发工作; 3、根据业务需要,完成上级安排的市场调研/数据分析/方案设计等其他工作。
包括英文材料
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
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.
MongoDB+
https://learnxinyminutes.com/mongodb/
MongoDB is a NoSQL document database for high volume data storage.
https://studio3t.com/academy/#courses
The fastest way to learn MongoDB
https://www.youtube.com/watch?v=c2M-rlkkT5o
This video will give you and introduction to MongoDB in 1 Hour. Afterwards I recommend exploring aggregation, replication, and sharding.
https://www.youtube.com/watch?v=ExcRbA7fy_A&list=PL4cUxeGkcC9h77dJ-QJlwGlZlTd4ecZOA
You'll learn how to use MongoDB (a NoSQL database) from scratch. You'll also learn how to integrate it into a simple Node.js API.
Redis+
[英文] Developer Hub
https://redis.io/dev/
Get all the tutorials, learning paths, and more you need to start building—fast.
https://www.runoob.com/redis/redis-tutorial.html
REmote DIctionary Server(Redis) 是一个由 Salvatore Sanfilippo 写的 key-value 存储系统,是跨平台的非关系型数据库。
https://www.youtube.com/watch?v=jgpVdJB2sKQ
In this video I will be covering Redis in depth from how to install it, what commands you can use, all the way to how to use it in a real world project.
MySQL+
https://juejin.cn/post/7190306988939542585
这是一篇 MySQL 通关一篇过硬核经验学习路线,包括数据库相关知识,SQL语句的使用,数据库约束,设计等。
[英文] MySQL Tutorial
https://www.mysqltutorial.org/
your go-to resource for mastering MySQL in a fast, easy, and enjoyable way.
https://www.youtube.com/watch?v=5OdVJbNCSso
MySQL SQL tutorial for beginners
https://www.youtube.com/watch?v=7S_tz1z_5bA
This beginner-friendly course teaches you SQL from scratch.
消息队列+
https://www.youtube.com/watch?v=xErwDaOc-Gs
HBase+
[英文] HBase Tutorial
https://www.tutorialspoint.com/hbase/index.htm
HBase is a data model that is similar to Google's big table designed to provide quick random access to huge amounts of structured data. This tutorial provides an introduction to HBase, the procedures to set up HBase on Hadoop File Systems, and ways to interact with HBase shell.
Kafka+
https://developer.confluent.io/what-is-apache-kafka/
https://www.youtube.com/watch?v=CU44hKLMg7k
https://www.youtube.com/watch?v=j4bqyAMMb7o&list=PLa7VYi0yPIH0KbnJQcMv5N9iW8HkZHztH
In this Apache Kafka fundamentals course, we introduce you to the basic Apache Kafka elements and APIs, as well as the broader Kafka ecosystem.
HTTP+
https://developer.mozilla.org/zh-CN/docs/Web/HTTP
超文本传输协议(HTTP)是一个用于传输超媒体文档(例如 HTML)的应用层协议。它是为 Web 浏览器与 Web 服务器之间的通信而设计的,但也可以用于其他目的。
CSS+
Web+
https://web.dev/learn
Explore our growing collection of courses on key web design and development subjects.
后端开发+
https://www.youtube.com/watch?v=tN6oJu2DqCM&list=PLWKjhJtqVAbn21gs5UnLhCQ82f923WCgM
Learn what technologies you should learn first to become a back end web developer.
Tornado+
https://www.youtube.com/watch?v=-gJ21qzpieA
Learn about Tornado, the Python framework built for high-performance applications with thousands of concurrent users.
Django+
https://www.youtube.com/watch?v=nGIg40xs9e4
Learn how to build a simple Django application in as fast as 20 minutes!
https://www.youtube.com/watch?v=rHux0gMZ3Eg
Learn Django and start building amazing back-ends!
开发框架+
[英文] Understanding Modern Development Frameworks: A Guide for Developers and Technical Decision-makers
https://www.freecodecamp.org/news/understanding-modern-development-frameworks-guide-for-devs/
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
信息检索+
https://nlp.stanford.edu/IR-book/information-retrieval-book.html
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.
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.
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