Application of big data analysis in college employment

Nowadays, the Internet is developing rapidly, changing people’s lifestyle, and constantly impacting the field of college employment, making the employment of college graduates gradually difficult. However, similarly, the emergence of computer big data has also brought a new opportunity to the field of college employment. Big data analysis can collect and sort out the online recruitment information and relevant data in Shanghai, attract enterprises and students to register, screen suitable talents for enterprises and provide jobs for college graduates, solve the needs of both sides, improve the accuracy and efficiency of college employment, and alleviate the employment difficulty of college graduates. This paper constructs a big data platform, which collects the data information of college students and enterprises, understands the user needs, connects them to various data sources and target storage systems, then analyzes the data information of both sides, and designs a work recommendation model based on multiple linear regression, so as to find suitable jobs and enterprise employees for college students and enterprises.