Unlock Hiring Signals: Automate Indeed Job Scraping with Bright Data & LLMs
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Automate the extraction of valuable hiring signals directly from Indeed job listings. This workflow leverages Bright Data's powerful web scraping capabilities and LLMs to identify key trends, ensuring you stay ahead in the competitive talent acquisition landscape.
About This Workflow
Gain a competitive edge by automating the process of gathering critical hiring insights from Indeed. This n8n workflow seamlessly integrates with Bright Data's robust web scraping infrastructure to fetch job listings based on your specified criteria. Once the data is collected, it can be further processed using Large Language Models (LLMs) to extract nuanced hiring signals, such as trending skills, popular company recruiters, and salary benchmarks. This empowers your recruitment strategy with data-driven decisions, helping you identify top talent and understand market dynamics more effectively. The workflow is designed for flexibility, allowing customization of search parameters and integration with your preferred data storage solutions, like Google Sheets.
Key Features
- Automated Job Data Collection: Scrape Indeed job listings based on precise keywords, locations, and countries.
- Intelligent Signal Extraction: Utilize LLMs to derive deeper insights beyond basic job data.
- Flexible Search Parameters: Easily define
country,domain,keyword_search,location,date_posted,posted_by, andpayto tailor your searches. - Direct API Integration: Seamlessly connects with Bright Data's Web Scraper API for efficient data retrieval.
- Google Sheets Integration: Optionally store results in a pre-designed Google Sheets template for quick analysis.
How To Use
- Configure API Keys: Ensure you add your Bright Data API Key to the HTTP Request nodes for Bright Data, Google-related nodes, and any LLM node you integrate.
- Set Up Bright Data: Obtain your
dataset_idfrom Bright Data (used in theHTTP Request- Post API call to Bright Datanode). - Define Search Criteria: Use the
On form submission - Discover Jobsnode to input your desiredJob Location,Keyword, andCountry (2 letters). - Customize Job Parameters: Review and adjust the
JSONbody within theHTTP Request- Post API call to Bright Datanode to refine your Indeed search parameters (e.g.,date_posted,posted_by,pay). Refer to theIndeed Jobs API – Parameter Guidesticky note for valid options. - Monitor Snapshot Progress: The
Wait - Polling Bright Datanode introduces a delay before checking the status of your data extraction job. TheIf - Checking status of Snapshotnode determines if the data is ready. - Store Results: Integrate your preferred method for storing the scraped data. The provided workflow suggests using a Google Sheets template (link available in the
Sticky Note10). Update the relevant node with your Google Sheets URL.
Apps Used
Workflow JSON
{
"id": "185f31d9-ca63-4770-bf49-420b0e66216e",
"name": "Unlock Hiring Signals: Automate Indeed Job Scraping with Bright Data & LLMs",
"nodes": 6,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
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ID: 185f31d9-ca63...
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