📄 中文摘要
人工智能在招聘领域的广泛应用促使人们思考如何将其反向应用于求职过程中。通过赋予求职者利用人工智能的能力,可以帮助他们找到更合适的工作。此外,通过分析求职者的个人资料与职位匹配的结果,可以识别出哪些因素影响了职位的适配性,从而为求职者提供优化个人资料的建议。该系统由四个阶段组成:网络爬虫、职位分析、个人资料分析和职位匹配,最终输出申请、拒绝或考虑的决策建议。
📄 English Summary
Use of AI in a job search
The widespread use of AI in recruitment has led to the idea of reversing this approach to empower job seekers with AI in their job search. This can help individuals find better-suited jobs while also allowing for an analysis of their profiles to understand what makes a job offer suitable or not. By studying these results, users can potentially improve their profiles based on insights similar to those used by recruitment AI systems. The proposed system consists of four stages: web crawling, offer analysis, profile analysis, and job matching, ultimately providing a decision recommendation of apply, reject, or maybe.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等