🕷️️ Job Radar • SCRAPING

freelancer.com 🟢 2026-05-30

🔹 AI-Powered Job Matching & Aggregation Pipeline
👤 Client: 🇬🇧 Luton, United Kingdom Member since 2022-09-20
💰 Price: $55 Average bid
🚩 Problem: Manual job searching and CV alignment is time-consuming and lacks quantitative fit analysis.
📦 Existing: CV document, OpenRouter API account

Specifications:

[Target] Indeed UK, LinkedIn, Glassdoor, jobacuk
[Method] Web scraping via BeautifulSoup, Playwright, or Selenium
[Stack] Python 3.x, Anaconda, Jupyter Notebook, pandas
[Stack] OpenRouter LLM (DeepSeek)
[Format] Excel or Google Sheets
[Format] .ipynb notebook and .py helper files
[Format] Conda environment .yml

Workflow:

1. Extraction of job listings and metadata from target platforms.
2. Parsing of job descriptions and CV text.
3. LLM analysis via OpenRouter for match percentage and skill gap identification.
4. Export of scored data to spreadsheet with filtering capabilities.