nikhil181/data_jobs

data_jobs数据集是一个包含2023年真实世界数据分析职位发布信息的数据集，由Luke Barousse收集和处理。该数据集通过机器人从Google抓取，来源多样，涵盖了职位标题、职位地点、发布平台、工作类型、是否远程工作、发布日期、学位要求、健康保险、国家信息、薪资（包括年薪和时薪的平均值）、公司名称以及从职位描述中提取的技能列表和技能类型映射等字段。数据经过清洗和标准化处理，例如使用BERT模型对职位标题进行分类，并使用PySpark提取技能信息。该数据集旨在支持数据分析、招聘市场趋势研究等相关应用。

A dataset of real-world data analytics job postings from 2023, collected and processed by Luke Barousse. It includes job titles, locations, posting platforms, schedule types, remote work indicators, posting dates, degree requirements, health insurance mentions, country information, salary data (average yearly and hourly rates derived from ranges), company names, and skills extracted from job descriptions using NLP techniques like PySpark. The data is scraped from various sources via a bot and processed for standardization, such as BERT-based job title classification.