Cross-Platform Job Application Automation

I need a robust script or lightweight app that takes a set of keywords from me, crawls a mix of the big job boards as well as individual company career pages, evaluates each posting against the full job description, and then submits an application on my behalf—completely hands-free.

Here is what has to happen in one seamless flow. First, your code searches the selected platforms, pulls every vacancy that appears relevant, and ranks each one by how closely the entire description matches my profile. Next, it builds or tweaks a tailored resume and cover letter on the fly. Finally, it fills out the application form, using my bank of saved personal and work-history answers whenever extra questions pop up.

Logging and transparency are important: I want a simple dashboard or CSV/export that records every job URL, the match score you assigned, the date of submission, and any errors the bot encounters so I can track what went out.

Reliability matters more than flashy UX, so feel free to leverage proven automation stacks such as Python with Selenium or Playwright, headless Chrome, or another toolset you trust—as long as it stays undetected and respects the terms of each site. The finished solution should run on my Windows laptop or a small cloud instance and be easy for me to update with new keywords, new saved answers, or additional job boards in the future.

If you’ve built similar high-volume form-filling or scraping automations before, let’s talk about how quickly you can deliver a working MVP and what ongoing tweaks or maintenance you might suggest.