iQuery - Skill Taxonomy Data | Certifications | USA Coverage | Certification Aggregations By ...

Using iQuery's taxonomy covering skills, tools, and certifications, we create statistical aggregations of jobs posted. We use the job orders' job descriptions to pull out the relevant items either by full name or commonly in-use acronyms. Since these are matched to each job order we can then aggregate up to the other standard taxonomies including occupation, industry, employer, education, and experience. The taxonomy consists of: - 14k+ skills - 27k+ tools - 23k+ certifications

搜集汇总

背景与挑战

背景概述

该数据集基于iQuery技能分类体系，对职位发布信息进行统计分析，涵盖技能、工具和认证等维度。其分类体系包含超过1.4万项技能、2.7万项工具和2.3万项认证，并通过匹配职位描述关键词，将数据聚合到职业、行业等标准分类中。