回流大学生的专业与地方企业紧俏岗位匹配管理数据

地区内部门借助对下属各地区大学毕业生回流信息进行专业占比数据统计分析，对各个专业加上专业大类标签，同时对学子码APP内企业上传的岗位需求数据进行分类关联，将岗位需求度高的数据与回流大学生专业数据进行关联，同时对比回流数与需求数，得出需求岗位的匹配度地区内部门借助对下属各地区大学毕业生回流信息进行专业占比数据统计分析，对各个专业加上专业大类标签，同时对学子码APP内企业上传的岗位需求数据进行分类关联，将岗位需求度高的数据与回流大学生专业数据进行关联，同时对比回流数与需求数，得出需求岗位的匹配度。
岗位匹配度计算 = 某岗位分类关联的专业分类覆盖的学生数 / 该岗位分类的所有岗位招聘人数

// 不同专业分类对应的学生人数数据集
Map<String, Integer> majorStudentNums = new HashMap<>();
// 不同岗位分类对应的招聘人数数据集
Map<String, Integer> positionCateRecruitNum = new HashMap<>();
// 岗位分类关联的专业分类数据集，一个岗位分类关联多个专业分类
Map<String, List<String>> positionMajors = new HashMap<>();

Map<String, BigDecimal> r

Local departments within a region conduct statistical analysis on the professional proportion data derived from the return migration information of university graduates in subordinate regions, add professional category tags to each major, classify and associate the job demand data uploaded by enterprises on the Xuezi Ma APP, associate the data with high job demand with the professional data of returning university graduates, compare the number of returning graduates and the number of job openings, and finally calculate the matching degree of demanded positions. Local departments within a region conduct statistical analysis on the professional proportion data derived from the return migration information of university graduates in subordinate regions, add professional category tags to each major, classify and associate the job demand data uploaded by enterprises on the Xuezi Ma APP, associate the data with high job demand with the professional data of returning university graduates, compare the number of returning graduates and the number of job openings, and finally calculate the matching degree of demanded positions.

Job Matching Degree Calculation = Number of Students Covered by the Major Categories Associated with a Specific Job Category / Total Number of Job Openings in that Job Category

// Dataset of student counts corresponding to different major categories
Map<String, Integer> majorStudentNums = new HashMap<>();
// Dataset of recruitment counts corresponding to different job categories
Map<String, Integer> positionCateRecruitNum = new HashMap<>();
// Dataset mapping job categories to their associated major categories, where one job category is linked to multiple major categories
Map<String, List<String>> positionMajors = new HashMap<>();

Map<String, BigDecimal> r

搜集汇总

数据集介绍

特点

该数据集聚焦回流大学生的专业与地方企业岗位需求匹配，包含497条教育背景及户籍数据，通过算法计算岗位匹配度，助力地区人才管理决策。