Green Japan Auto Job Finder

Automatically searches Green Japan for jobs matching your resume, situation, and career hopes — then returns ranked job URLs.

Features

• 📄 Resume parsing — supports .docx and .txt
• 🤖 AI keyword extraction — uses GPT-4o to extract smart search keywords (falls back to pattern matching if no API key)
• 🌐 Green Japan scraping — uses Playwright (headless Chromium) to scrape JavaScript-rendered job listings
• 🏆 AI-powered ranking — ranks results by relevance to your profile
• 💾 Saves results — outputs .txt and .json files

Setup

python -m pip install requests beautifulsoup4 python-docx openai playwright
python -m playwright install chromium

Usage

GUI mode (recommended)

python ui.py

CLI interactive mode

python main.py

Command-line mode

python main.py --resume "my_resume.docx" --situation "5 years Python backend engineer" --hope "remote job, 700万円+, startup"

With manual keywords (no AI needed)

python main.py --resume "my_resume.docx" --situation "..." --hope "..." --keywords "Python,バックエンド,リモート"

All options

Flag	Default	Description
--resume	(prompted)	Path to .docx or .txt resume
--situation	(prompted)	Your current situation
--hope	(prompted)	Your ideal job
--pages	3	Pages to scrape per keyword
--top	20	Number of top results
--output	results.txt	Output file
--keywords	(AI generated)	Comma-separated manual keywords

AI (Optional)

Set your OpenAI API key for smarter keyword extraction and ranking:

$env:OPENAI_API_KEY = "sk-..."
python main.py --resume resume.docx --situation "..." --hope "..."

Without the key, the tool uses pattern-matching (still works well for common job types).

Output

• results.txt — Human-readable ranked job list with URLs
• results.json — Raw JSON with all job data

File Structure

Bid-help/
├── main.py              # Entry point
├── resume_parser.py     # Resume reading (.docx / .txt)
├── keyword_extractor.py # AI or pattern-based keyword extraction
├── green_scraper.py     # Playwright scraper for Green Japan
├── job_ranker.py        # AI or keyword-based job ranking
└── README.md