IPOD (Industrial and Professional Occupation Dataset)

我们展示了工业和专业职业数据集 (IPOD)，其中包含属于 56k LinkedIn 用户的 192k 职位。除了公开IPOD，我们还： (i) 手动注释每个职位及其相关的资历级别、工作领域和位置； (ii) 为职位提供嵌入并讨论各种用例。We present the Industrial and Professional Occupation Dataset (IPOD), which comprises 192k job positions belonging to 56k LinkedIn users. In addition to publicly releasing IPOD, we have also: (i) manually annotated each job position along with its associated seniority level, job domain, and geographic location; (ii) generated embeddings for these job positions and discussed various use cases.

搜集汇总

背景与挑战

背景概述

IPOD是一个工业和专业职业数据集，包含来自56k LinkedIn用户的192k个职位，每个职位都手动注释了资历级别、工作领域和位置。该数据集还提供职位嵌入和用例讨论，由新加坡国立大学与新加坡科技设计大学于2020年发布。