Vibe-coded Job research pipeline using Google Gemini.
For example, I used it to research ~200 healthcare jobs on 5 constraints important to me (WLB, Thinking Stytle, Stress, Burnout, and Weekday 9-to-5 consistency).
Researches all jobs in ./jobs.txt based on your own criteria & custom prompts in ./templates.
Output Summary is publicly available here in Google Sheet
- Researches each job in
jobs.txt(169 healthcare roles) using Gemini and saves detailed.mdreports underoutputs/. - Rates each job across 5 categories (WLB, stress, burnout, morning hours, thinking style) and produces an overall recommendation (
Highly Recommended→Avoid).
pip install -r requirements.txt
echo "GEMINI_API_KEY=your_key" > .env# Step 1: Generate job reports
python batch_fast.py
# Step 2: Rate and summarize
python summarize_jobs.py
# Export to CSV
python export_csv.pyResults land in outputs/<model>/ (reports) and outputs/<model>/summaries/ (ratings).