LinkedIn Job Scraper to Google Sheets with n8n & Bright Data

What this workflow does

This workflow automates finding new job posts on LinkedIn. It takes your job search terms and location, then scrapes live data using the Bright Data Dataset API. It cleans the job information and adds it into a Google Sheets file automatically. The workflow saves time by avoiding manual searching, data copying, and filtering.

The user gets fresh, filtered job listings organized in a Google Sheet for easy use.

Who should use this workflow

This is good for job hunters wanting quick, targeted LinkedIn jobs without manual work. It also helps sales or recruiting teams who want to find companies hiring now. Users who spend too much time checking LinkedIn posts or making spreadsheets will find this very useful.

Tools and services used

• n8n: Workflow automation platform orchestrating all steps.


• Bright Data Dataset API: Scrapes LinkedIn job listings based on search details.


• Google Sheets: Stores cleaned job listings for review and tracking.

Inputs, processing and output

Inputs

• User provides job search parameters: job location, keyword, and country via a Form Trigger node.

Processing steps

• Set node prepares or adjusts input data for the API.


• HTTP Request node triggers the Bright Data API to start the LinkedIn scraping using these parameters.


• Wait node pauses workflow to allow scraping time.


• Another HTTP Request node checks if the data snapshot is ready.


• If node decides if scraping needs more time or can continue.


• When ready, HTTP Request node fetches the full job data snapshot.


• Code node processes the data by flattening nested objects and removing HTML to get clean text.

Output

• Google Sheets node appends the cleaned job posts as rows into a spreadsheet tab for easy viewing.

Beginner step-by-step: How to use the workflow in n8n

Importing and setup

1. Download the workflow file using the Download button on this page.


2. In the n8n editor, click "Import from File" and select the downloaded workflow file.


3. After import, add your Bright Data API key in the HTTP Request node headers as: Authorization: Bearer YOUR_API_KEY.


4. Link your Google Sheets account via OAuth2 credentials in the Google Sheets node.


5. Update the Google Sheets document ID and sheet tab name if needed to match your spreadsheet.

Testing and activation

6. Test the workflow by submitting sample job parameters in the Form Trigger node.


7. Check outputs in Google Sheets to make sure jobs are added correctly.


8. When satisfied, activate the workflow in n8n to run on demand.

If using a private setup, consider self-host n8n for full control and security.

Common problems and solutions

• 401 error or authorization issues: Check your Bright Data API key is correct and included in Authorization header with "Bearer" prefix.


• Snapshot never finishes or data is missing: Increase Wait node delay to at least 1 minute. Verify snapshot ID is used correctly in requests.


• Google Sheets data looks wrong or append fails: Confirm column mapping matches your sheet headers and the right sheet tab is selected.

Customization ideas

• Change filters like experience level or remote job in the Bright Data API POST request under HTTP Request node.


• Adjust polling time in the Wait node for faster or slower data checks.


• Add scoring or ranking logic for jobs in the Code node to prioritize results.


• Send top job results to Slack, email, or CRM by adding output nodes after data clean up.


• Accept multiple locations and keywords in the form to run several parallel searches.

Summary of what you get

✓ Fresh LinkedIn job posts filtered with your search terms.

✓ Clean, readable job data ready to use or share.

✓ Automated data entry into Google Sheets for easy tracking.

✓ Less time spent manual job hunting or researching prospects.