MadsLorentzen/ai-job-search

Unlike generic AI tools or job-search platforms, this framework gives users full ownership and control over their job search data and process, while automating repetitive tasks like tailoring applications. It solves the problem of scaling personalized applications without sacrificing quality or privacy, and it encodes career guidance best practices directly into the workflow.

Developers can build a fully automated job search pipeline that scrapes local job boards, evaluates postings against their profile, generates tailored CVs and cover letters in LaTeX, and prepares interview questions. Real-world use cases include applying to dozens of jobs with minimal manual effort, maintaining consistent personal branding, and iterating on application materials based on reviewer feedback. The ceiling is a complete, self-hosted job search engine that adapts to any language or country by swapping portal search skills.