intermediate
8 min read
Data Collection

Build a Job Scraper

Aggregate job listings from multiple job boards into a single searchable database.

1

Choose job boards

Select target job boards and understand their page structure.

2

Scrape listings

Extract job titles, companies, locations, and descriptions.

const jobs = await client.scrape({
  url: 'https://jobs.example.com/search?q=python',
  extract: {
    listings: [{ selector: '.job-card', fields: { title: 'h2', company: '.company', location: '.location' } }]
  }
});
3

Deduplicate listings

Identify and remove duplicate postings across sources.

4

Build the search interface

Create a searchable, filterable job board UI.

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