Job Application Automation is an open-source AI-assisted workflow for managing job applications. Capture job descriptions from supported job boards, generate tailored CV prompts, optionally tailor resumes with OpenAI, create application-ready PDFs, and validate CVs against job requirements. Designed for professionals who apply to many roles while keeping every application under human review.
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Maker
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Hi everyone! 👋
I built Job Application Automation after spending far too much time repeating the same steps for every job application.
The goal wasn't to fully automate applying for jobs. It was to automate the repetitive work while keeping the important decisions in human hands.
The project can:
• Capture job descriptions from supported job boards
• Generate AI prompts for CV tailoring
• Optionally tailor CVs with OpenAI
• Generate PDF resumes
• Validate CVs against job requirements
It's completely open source under the MIT license, and I hope it saves other job seekers a lot of time.
I'd love to hear your feedback, feature requests, or ideas for additional job platforms to support. Thanks for checking it out!
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How does it handle the OpenAI API costs when you're tailoring dozens of resumes a week - is there a way to keep track or set limits so you don't accidentally blow through your budget?
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Captured a posting from a board I frequent and the workflow spit out a tailored prompt way faster than I expected. Nice to see human review baked in before anything actually goes out.
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Love that humans stay in the loop on every application, it makes the automation feel responsible instead of spammy. The CV validation against job requirements is a clever touch too.
How does it handle the OpenAI API costs when you're tailoring dozens of resumes a week - is there a way to keep track or set limits so you don't accidentally blow through your budget?
Captured a posting from a board I frequent and the workflow spit out a tailored prompt way faster than I expected. Nice to see human review baked in before anything actually goes out.
Love that humans stay in the loop on every application, it makes the automation feel responsible instead of spammy. The CV validation against job requirements is a clever touch too.