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2024

Automated Job Data Scraping Bot (Jobvite Portals)

Automated Job Data Scraping Bot (Jobvite Portals) — media 1 of 2

Built a scalable Python framework that crawls Jobvite career portals, scrapes and normalizes job data, extracts application questions, and performs end-to-end automated form submissions with TwoCaptcha-powered CAPTCHA handling.

Key Features

  • Scalable Jobvite portal crawler with normalized output
  • Application question extraction and form parsing
  • End-to-end automated form submission pipeline
  • TwoCaptcha integration for CAPTCHA bypass

Tags

  • Python
  • Selenium
  • Playwright
  • Zyte
  • Web Scraping
  • Process Automation

Challenges Solved

Handling the variability in Jobvite portal implementations across different employers, and reliably completing multi-step form submissions in the presence of CAPTCHA challenges.

Results & Impact

Enabled bulk job data collection and automated application submission at scale, reducing manual effort to near zero for high-volume outreach workflows.