Jungle Job Scraper 🌴

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🤖 What does Jungle Job Scraper do?

This actor scrapes job listings from Welcome to the Jungle (welcometothejungle.com), a modern job board platform. It extracts detailed job information including salary ranges, company details, and job requirements.

✨ Features

• 🔍 Scrapes job listings with detailed information
• 💰 Captures salary ranges and benefits
• 🏢 Includes comprehensive company information
• 📍 Supports location-specific searches
• 🌐 Handles remote work indicators
• ⚡ Fast and efficient with pagination support
• 🛡️ Built-in proxy support

💎 Output Data Structure

The actor provides rich job listing data including:

• Job title and reference
• Salary information (min/max, currency, period)
• Contract type and remote work status
• Company details (name, description, size, ranking)
• Location information
• Benefits and sectors
• Publication date

🔍 Input Parameters

• searchUrls: Array of Welcome to the Jungle search URLs to scrape
• maxItems: Maximum number of items to scrape (optional)
• proxyConfiguration: Proxy settings (optional)

📊 Use Cases

• Market research and salary analysis
• Job market monitoring
• Recruitment data aggregation
• Company insights collection
• Career opportunity tracking

💡 Tips

• Use specific search URLs for targeted results
• Adjust maxItems based on your needs
• Consider using proxies for better reliability

📝 Example Output

Input Example

A full explanation of an input example in JSON.

{
"searchUrls":[
"https://www.welcometothejungle.com/en/jobs?refinementList%5Boffices.country_code%5D%5B%5D=US&query=data&page=1"
],
"maxItems":50
}

Output sample

The results will be wrapped into a dataset which you can always find in the Storage tab. Here's an excerpt from the data you'd get if you apply the input parameters above:

And here is the same data but in JSON. You can choose in which format to download your data: JSON, JSONL, Excel spreadsheet, HTML table, CSV, or XML.

[
{
"searchUrl":"https://www.welcometothejungle.com/en/jobs?refinementList%5Boffices.country_code%5D%5B%5D=US&query=data&page=1",
"jobTitle":"Junior Consultant in Strategy & Data Science | New York",
"jobReference":"2b3e66ae-27c9-495a-8bc3-ac18a21bba9f",
"publishedAt":"2025-02-10T23:46:28Z",
"salary":{
"minimum":75000,
"maximum":75000,
"currency":"USD",
"period":"yearly"
},
"contractType":"full_time",
"remote":"partial",
"hasRemote":true,
"profession":{
"category":"Tech & Engineering",
"subCategory":"Data / Business Intelligence",
"role":"Data Scientist"
},
"company":{
"name":"Ekimetrics",
"description":null,
"employeeCount":400,
"logo":"https://cdn-images.welcometothejungle.com/jjqUZyXklWxBfGBn2fzO9XKXEY2PBLC_cTZtudQpOoE/rs:auto:400::/q:85/czM6Ly93dHRqLXByb2R1Y3Rpb24vdXBsb2Fkcy9vcmdhbml6YXRpb24vbG9nby80MTI0LzE0ODg4OS84ODZkNzBmMi03YTNjLTQ3M2YtYjFmMS03ODBjNTEzYjI5OGIucG5n",
"profileRanking":100
},
"locations":[
{
"city":"New York",
"state":"New York",
"country":"United States",
"countryCode":"US"
}
],
"benefits":[],
"sectors":[
{
"name":"IT / Digital",
"parentName":"Consulting / Audit"
},
{
"name":"Strategy",
"parentName":"Consulting / Audit"
},
{
"name":"Audit",
"parentName":"Consulting / Audit"
},
{
"name":"Big Data",
"parentName":"Tech"
}
]
},
 ...
]

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