基于文本挖掘的成都市电子信息产业中高端人才需求研究

Research on the Demand for Middle and High Technology Talents in Chengdu’s Electronic Information Industry Based on Text Mining

为更好的了解目前成都市电子信息产业中高端人才的现状,本文从中高端人才的需求端出发。运用Python的数据抓取技术从智联招聘上搜索招聘数据,对岗位类型、薪资区间、工作年限、学历、社会组织信息五方面绘制出该产业人才需求画像,并应用关联规则中的Apriori算法分析其潜在联系。并得出目前技术研发类型岗位需求量最大;中小企业和民营企业为招聘主力军,同时大型企业和国企也有就业机会;薪资区间与学历呈正比等结论。

In order to better understand the current situation of middle and high technology talents in the electronic information industry in Chengdu, this paper starts from the demand side of middle and high-end talents. Using Python’s data crawling technology to search recruitment data from Zhaopin.com, we draw a portrait of the demand for talents in this industry in five aspects: job type, salary range, working years, education, and social organization information, and apply the Apriori algorithm in association rules to analyze their potential connections. And we conclude that the current demand for technology R&D type positions is the largest;small and medium-sized enterprises and private enterprises are the main recruiting force, while large enterprises and state-owned enterprises also have employment opportunities;salary range is positively proportional to education, etc.