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What This Is (and Why It Works)

Welcome to the Smarter Way to Find Jobs​

Most people waste hours every week scrolling job boards, copying descriptions, tweaking resumes, and never knowing whether they’re a fit. This tool exists to fix that.

We built this system to turn job search into a pipeline — something that you run, review, and refine — not something that drains your energy every day.

🚀 What Does It Do?​

This tool:

  • Searches job boards for you (starting with Remotive and others),
  • Scrapes relevant job descriptions and cleans up the HTML,
  • Classifies pages and filters out noise,
  • Matches them to your profile using a customizable prompt,
  • Ranks the results based on how well you’d likely fit,
  • and lets you review everything in one place, with editing tools.

Think of it as your intelligent, multi-step job search assistant.

🧠 Why It Works​

Instead of passively browsing, you now:

  • Batch-process hundreds of jobs using real-time data,
  • Score fit using LLMs tuned to your style or job target,
  • Adapt prompts and filters as you iterate your search,
  • Export lists, refine next actions, and apply efficiently.

You can run it locally, or use our web interface (Streamlit). In both cases, your data stays under your control.

💡 Preview the Flow​

In the next sections, you’ll learn how to:

  • Run the app locally or via Streamlit
  • Customize the prompt to better reflect your story
  • Filter job boards or industries
  • Contribute new ideas to improve the assistant

You don’t need to be a developer. You just need curiosity, and a job to find.

Ready? Head to Getting Started → Run on Streamlit to try it right away.