africa-code-program/job_bot

# 🔐 CyberJob Bot An intelligent, automated cybersecurity job search bot built with Python on Kali Linux. It scrapes Kenyan job boards daily, scores each listing using AI semantic matching against your personal profile, sends a formatted email digest, and assists you in applying to the best fresh matches — complete with auto-generated cover letters. --- ## 📸 What It Does Boot Kali → Bot runs automatically → Scrapes job boards → AI scores each job → Generates Excel report → Emails you top matches + cover letters → Opens top 4 fresh jobs in your browser → You apply in minutes --- ## ✨ Features | Feature | Description | |---------|-------------| | 🕷️ Multi-site scraping | Scrapes BrighterMonday and Fuzu using Playwright (handles JS-rendered pages) | | 🤖 AI job matching | Uses sentence-transformers to semantically score jobs against your profile | | 📊 Excel reports | Colour-coded 4-sheet report: All Jobs, Top Matches, Skill Demand, Sources | | 📧 Daily email digest | Beautiful HTML email via Resend API with top matches every day | | 🎯 Apply Assist | Opens top 4 fresh jobs in browser + generates tailored cover letters | | 🗃️ SQLite database | Stores all jobs, scores, and application history — no duplicates | | ⏰ Auto-scheduler | Cron job fires on boot, 8am, and 6pm daily — fully hands-free | | 🔁 Deduplication | Hash-based deduplication so the same job is never stored twice | | 📅 Freshness filter | Apply Assist only targets jobs posted within the last 7 days | --- ## 🛠️ Tech Stack | Tool | Version | Purpose | |------|---------|---------| | Python | 3.13 | Core language | | Playwright | Latest | Browser automation for JS-rendered sites | | BeautifulSoup4 | Latest | HTML parsing | | sentence-transformers | Latest | AI semantic similarity scoring | | scikit-learn | Latest | Cosine similarity calculation | | spaCy | Latest | NLP text processing | | pandas | Latest | Data manipulation | | openpyxl | Latest | Excel report generation | | SQLite3 | Built-in | Job database …