10d • General Discussion 💬
Job Search Pipeline
What It Does
1. Monitors job boards (Indeed, LinkedIn, Dice, ZipRecruiter, RemoteOK) for new listings
2. Filters out anything that doesn't match my criteria
3. Scores what's left: Strong, Moderate, or Weak match against my resume
4. Outputs a clean dashboard with one-click apply links
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How It's Built
- Job boards send email alerts to a dedicated inbox when new listings go up
- A Python script reads those emails and pulls out the key info (title, company, pay, link)
- A second script hits the RemoteOK job board API directly for additional listings
- Phase 2: an AI scorer (Claude) reads each listing and ranks it against my career profile
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Expected Results
- 20–50 new listings per day pulled automatically
- 3–8 strong matches surfaced per week
- Daily review time: under 5 minutes instead of an hour
Status: Pipeline is live. First alert emails incoming — once they land, I tune the scorer and wire up the dashboard.
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Job Search Pipeline
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