Jungle Job Scraper 🌴

🤖 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.

1{
2    "searchUrls": [
3        "https://www.welcometothejungle.com/en/jobs?refinementList%5Boffices.country_code%5D%5B%5D=US&query=data&page=1"
4    ],
5    "maxItems": 50
6}

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.

1[
2    {
3        "searchUrl": "https://www.welcometothejungle.com/en/jobs?refinementList%5Boffices.country_code%5D%5B%5D=US&query=data&page=1",
4        "jobTitle": "Junior Consultant in Strategy & Data Science | New York",
5        "jobReference": "2b3e66ae-27c9-495a-8bc3-ac18a21bba9f",
6        "publishedAt": "2025-02-10T23:46:28Z",
7        "salary": {
8            "minimum": 75000,
9            "maximum": 75000,
10            "currency": "USD",
11            "period": "yearly"
12        },
13        "contractType": "full_time",
14        "remote": "partial",
15        "hasRemote": true,
16        "profession": {
17            "category": "Tech & Engineering",
18            "subCategory": "Data / Business Intelligence",
19            "role": "Data Scientist"
20        },
21        "company": {
22            "name": "Ekimetrics",
23            "description": null,
24            "employeeCount": 400,
25            "logo": "https://cdn-images.welcometothejungle.com/jjqUZyXklWxBfGBn2fzO9XKXEY2PBLC_cTZtudQpOoE/rs:auto:400::/q:85/czM6Ly93dHRqLXByb2R1Y3Rpb24vdXBsb2Fkcy9vcmdhbml6YXRpb24vbG9nby80MTI0LzE0ODg4OS84ODZkNzBmMi03YTNjLTQ3M2YtYjFmMS03ODBjNTEzYjI5OGIucG5n",
26            "profileRanking": 100
27        },
28        "locations": [
29            {
30                "city": "New York",
31                "state": "New York",
32                "country": "United States",
33                "countryCode": "US"
34            }
35        ],
36        "benefits": [],
37        "sectors": [
38            {
39                "name": "IT / Digital",
40                "parentName": "Consulting / Audit"
41            },
42            {
43                "name": "Strategy",
44                "parentName": "Consulting / Audit"
45            },
46            {
47                "name": "Audit",
48                "parentName": "Consulting / Audit"
49            },
50            {
51                "name": "Big Data",
52                "parentName": "Tech"
53            }
54        ]
55    },
56    ...
57]

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