What are the directions for studying python for employment?

Employment direction-Web front-end development (python development engineer)

Familiar with HTML/JavaScript/CSS, front-end framework development such as React.js, page architecture and layout, MySQL, Redis, etc., with database application and design capabilities, proficient in web back-end development frameworks such as Django/Flask, and proficient in network communication protocols and multi-thread and multi-process concurrent technologies;

Understand the architecture design, implementation principle and security protection and reinforcement, master the high concurrent web site and cache acceleration technology, and have 1-2 complete project experiences. Already have the ability of senior development engineer in Python web, and the market salary can reach 12K-25K.

Employment Direction II Operation and Maintenance Automation Development

Have a deep understanding of continuous integration and continuous delivery (CI/CD), have implementation experience, and be familiar with DevOps tools, such as Jenkins, Ansible; Familiar with container technology and experience in using Kubernetes; Design and development of operation and maintenance platform and middleware; Mastering the design, development and testing of automation scripts can realize the automation and visualization of operation and maintenance platform, and have the ability of Python operation and maintenance development engineer, and the market salary can reach 12K-25K.

As an automation operation and maintenance engineer is a scarce post, the general salary can reach more than 15, yuan. It is easy for an engineer with five years' experience to earn more than 3, yuan a year.

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Employment Direction III Data Capture (Python Crawler Engineer)

Proficient in using Python language and familiar with commonly used crawler frameworks such as Scrapy; Skillfully use selenium, Lxml and BS4 to crawl, parse and clean XML and html texts; Experience in cookie effectiveness management of websites;

Be familiar with anti-crawling and verification code identification technology, and have the ability to solve complex anti-crawling restrictions; Have rich experience in multithreading and network data processing, and master the open source crawler framework scrapy；; Master distributed crawler technology. The data acquisition strategy can be designed to improve the efficiency and quality of data acquisition.

data analysis of employment direction 4 & Mining (data analysis &; Data mining engineer)

Familiar with mainstream data mining modeling algorithms, such as data analysis, classification prediction, user portrait, etc. Master the solidification and deployment of data analysis model, and can carry out data analysis, data modeling, mining and cleaning, including data interaction, feature extraction, data mining and analysis report.

Proficiently use pandas, numpy, matplotlib and other tools to analyze data, visualize data and explain data distribution. Already have Python data analysis &; Tap the ability of engineers, and the market salary can reach 1K-18K.

expanding employment direction five machine learning &; Financial quantification &; Artificial intelligence

This field is a cutting-edge technology field. At present, top1 companies in the world are recruiting a large number of talents related to artificial intelligence, quantitative trading and machine learning, and they are required to have high learning ability and mathematical ability, with an annual salary of 3w+. For those who are new to python, it is suitable for future development research.

Needless to say, the direction of artificial intelligence is our national strategy in the future. Among Xinhua students, those who are employed in artificial intelligence generally earn more than 16, yuan, and all of them have entered large enterprises, and their future development is expected.