pylover/recruitment-dataset-candidate-profiles-english

Djinni数据集（英文CV部分）包含了2020-2023年间在Djinni IT职位平台上发布的15万份职位描述和23万份匿名候选人简历，支持英文和乌克兰语。数据集属性包括职位标题、候选人信息、候选人亮点、求职偏好、职位类型、英语水平、经验年限、CV文本、CV语言和唯一标识符等。该数据集设计用于多种应用场景，如推荐系统、语义搜索、大型语言模型训练、AI公平性、招聘自动化、市场分析、趋势分析和战略规划等。

The Djinni Recruitment Dataset (English CVs part) contains 150,000 job descriptions and 230,000 anonymized candidate CVs, posted between 2020-2023 on the Djinni IT job platform. The dataset includes samples in English and Ukrainian. The dataset contains various attributes related to candidate CVs, including position titles, candidate information, candidate highlights, job search preferences, job profile types, English proficiency levels, experience years, concatenated CV text, language of CVs, and unique identifiers. The dataset is designed with versatility in mind, supporting a wide range of applications such as recommender systems, semantic search, advancement of large language models, fairness in AI-assisted hiring, recruitment automation, market analysis, trend analysis, and strategic planning.