Web Scraping — PerfectJob

To scrape job listings from JavaScript-heavy sites, you can use Playwright to render dynamic content and extract job data. This approach handles complex page loads that static scraping tools cannot process.

The best way to scrape Brazilian job boards is by using a framework that handles both static HTML with Jsoup and dynamic content with Playwright, while implementing domain rate limiting to prevent API blocks.

To deduplicate job postings during web scraping, you can utilize URL hashing and embedding similarity techniques. This identifies and removes duplicate listings across different job boards.

Yes, you need Spring Boot to manage scheduling and deduplicate job data when building a comprehensive job database. It orchestrates the scraping logic alongside Playwright and Jsoup.

Rate limiting when scraping job boards works by restricting the number of requests sent per domain. This prevents hitting API limits and avoids being blocked by the target job board.