ResumeTailor: Improving Resume Quality Through Co-Creative Tools

Clear and well-written resumes can help jobseekers find better better-suited jobs. However, many people struggle with writing their resumes, especially if they just entered the job market. Although tools have been created to write an analysis we conducted showed us that these focus mainly on layout only give very limited content-related support. This paper presents a co-creative resume building tool provides tailored advice jobseekers. It is based comprehensive computational of 444k development Dutch language model, ResumeRobBERT, provide contextual suggestions. Through found some expected sections, such as proficiency, are often missing entirely, while conversely contain unexpected content, negative personality traits. implies could benefit from more guidance when resumes. We aim support them in resume-writing process through our ResumeTailor, gives textual suggestions template for important sections.