Job market insights rely on accurate, up-to-date data, including job titles, company names, locations, salaries, and posting dates. With Pline, you can extract job listings from platforms like LinkedIn, Upwork, Indeed, Glassdoor, or Monster without writing code.
Pline automatically identifies job cards, groups similar data points, and produces clean datasets ideal for recruitment research, competitor tracking, talent mapping, job board aggregation, and hiring analytics.
This guide provides a step-by-step process to extract job listing data using Pline.
In this guide, we’ll walk you through extracting data from Upwork step by step.
Open the Pline extension and click "Build Workflow.”
Webpages present data in various layouts, such as Vertical, Grid, or Horizontal Layouts.
Choose the layout that matches the page structure (e.g., Vertical Layout).
Pline uses AI to automatically detect and group similar items on the page and preselect relevant fields. If the grouping looks correct, click “Yes, Looks good.”
If not, select the next group. You can add, edit, or remove fields as needed before proceeding.
Select the appropriate pagination type, then locate it on the page and tag it.
Preview the sample data to ensure the correct items and fields are being extracted as expected.
Give your workflow a name and click Save and Run.
Stop the extraction once you’re done.
Download your dataset in CSV or explore further in Pline's Platform.
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