Analysis of Employment Status and Countermeasures of Biology Graduates in Local Normal Universities Based on Big Data Technology—Take the Graduates of Guangxi Normal University From 20l6 to 2020 as an Example

Abstract

The data of annual reports on the employment quality f local normal universities from 2016 to 2020 were captured from the network with the help of information technology. The data related to basic situation and employment destination of biology graduates in Guangxi Normal University were analyzed and collected by data analytic technology such as Data Mining Algorithms, Data Quality Master Data Management and Predictive Analytic Capabilities. In view of the problems of single employment structure, insufficient employment skills, vague employment planning and low achievement of Innovation and Entrepreneurship, measures such as the employment policy interpretation, the talent training programs adjustment, the employment guidance services system improvement and teaching mode innovation are needed in the purpose of promoting employment, providing useful reference to the further progress of teaching reform and optimizing talent training modes and methods for graduates of biology.