Jobs.cz Scraper Extract comprehensive job listings from Jobs.cz, the Czech Republic's premier online job portal. This powerful scraper enables you to collect job opportunities with detailed information including titles, companies, locations, salaries, and full job descriptions. ## What is Jobs.cz Scraper? Jobs.cz Scraper is a professional data extraction tool designed to help you gather job market intelligence from Jobs.cz efficiently. Whether you're conducting market research, building job aggregation platforms, analyzing employment trends, or seeking career opportunities, this scraper provides accurate and structured data. ## Key Features

• Comprehensive Data Extraction - Scrapes job titles, company names, locations, salary ranges, employment types, and detailed job descriptions
• Smart Pagination - Automatically navigates through multiple pages of search results
• Flexible Search Options - Filter by keywords, locations, and categories for targeted results
• Structured Data Output - Returns well-formatted JSON data ready for analysis or integration
• Deduplication - Automatically removes duplicate listings for clean datasets
• Reliable Performance - Built with enterprise-grade infrastructure for consistent results

## Use Cases ### 📊 Job Market Analysis Monitor hiring trends, salary ranges, and in-demand skills across Czech job market sectors. ### 🔍 Competitive Intelligence Track hiring activities of competitors and identify talent acquisition strategies in your industry. ### 💼 Career Research Aggregate job opportunities matching specific criteria for comprehensive career exploration. ### 🤖 Job Board Integration Power your job aggregation platform with fresh, structured data from Jobs.cz. ### 📈 Recruitment Analytics Analyze job posting patterns, geographic distribution, and employment trends for recruitment insights. ## Input Configuration Configure the scraper with the following parameters: ### Basic Parameters

Parameter	Type	Description	Example
keyword	String	Job title or skill to search for	"vývojář", "programátor", "účetní"
location	String	City or region in Czech Republic	"Praha", "Brno", "Ostrava"
category	String	Job category filter (optional)	"IT", "Finance", "Marketing"
results_wanted	Integer	Maximum number of jobs to scrape	100 (default)
max_pages	Integer	Maximum pages to crawl	20 (default)
collectDetails	Boolean	Extract full job descriptions	true (default)

### Advanced Parameters

Parameter	Type	Description
startUrl	String	Custom Jobs.cz search URL to begin scraping
proxyConfiguration	Object	Proxy settings (Apify Proxy recommended)
dedupe	Boolean	Remove duplicate job URLs (default: true)

## Input Example json { "keyword": "vývojář", "location": "Praha", "results_wanted": 50, "max_pages": 5, "collectDetails": true, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] } } ## Output Format The scraper returns structured data with the following fields:

Field	Type	Description
title	String	Job title or position name
company	String	Hiring company name
location	String	Job location (city/region)
salary	String	Salary range in CZK
job_type	String	Employment type (full-time, part-time, etc.)
category	String	Job category or industry
date_posted	String	Publication date
description_html	String	Full job description (HTML format)
description_text	String	Plain text job description
url	String	Direct link to job posting

## Output Example json { "title": "Senior PHP Developer", "company": "LEDVANCE s.r.o.", "location": "Praha – Žižkov", "salary": "60 000 – 90 000 Kč", "job_type": "Full-time", "category": "IT", "date_posted": "2025-11-28", "description_html": "<p>We are looking for an experienced PHP developer...</p>", "description_text": "We are looking for an experienced PHP developer...", "url": "https://www.jobs.cz/rpd/2000917891/" } ## How to Use ### 1. Create a Free Apify Account Sign up at apify.com to access the platform. ### 2. Configure Input Parameters Set your search criteria including keywords, location, and result limits. ### 3. Run the Scraper Start the extraction and monitor progress in real-time. ### 4. Download Your Data Export results in JSON, CSV, Excel, or XML format. ## Performance & Pricing

• Speed - Scrapes 100 jobs in approximately 2-5 minutes depending on detail collection
• Compute Usage - Typically 0.01-0.05 compute units per 100 results
• Cost-Effective - Free tier includes sufficient resources for testing and small projects

## Best Practices ### Optimize Your Scraping

1. Use Specific Keywords - Narrow searches with precise job titles or skills for better results
2. Enable Proxies - Use Apify Proxy (residential recommended) to avoid blocks and ensure reliability
3. Set Reasonable Limits - Start with smaller result sets to test configuration before large runs
4. Enable Deduplication - Keep this on to maintain clean, unique datasets
5. Monitor Runs - Check logs for any errors or warnings during execution

### Data Quality

• The scraper extracts both structured data (JSON-LD) and HTML content for maximum data completeness
• Automatic fallback mechanisms ensure data extraction even when page structure varies
• URL deduplication prevents duplicate entries in your dataset

## Technical Requirements

• No installation required - runs entirely on Apify cloud infrastructure
• Compatible with Apify API for programmatic access and automation
• Integrates seamlessly with Apify webhooks, scheduling, and storage

## Support & Resources ### Need Help?

• Check the Apify Documentation for platform guidance
• Review input examples and test with small datasets first
• Monitor your runs through the Apify Console for real-time insights

### Integration Options

• Apify API - Automate scraping runs programmatically
• Webhooks - Trigger actions when scraping completes
• Scheduling - Set up recurring scrapes for continuous data updates
• Storage - Export to cloud storage, databases, or third-party tools

## Compliance & Ethics Please use this scraper responsibly:

• Respect Jobs.cz terms of service and robots.txt directives
• Implement reasonable rate limiting to avoid server overload
• Use scraped data in compliance with GDPR and Czech data protection laws
• Do not use data for spam, harassment, or unauthorized commercial purposes

## Frequently Asked Questions ### Can I scrape specific job categories? Yes, use the category parameter to filter by job type or industry sector. ### How often should I run the scraper? For job market monitoring, daily or weekly runs are typically sufficient as most listings remain active for several days. ### What if I need more than 100 results? Simply increase the results_wanted parameter. The scraper can handle thousands of results in a single run. ### Does it work with custom search URLs? Yes, provide any Jobs.cz search URL via the startUrl parameter to scrape specific search results. ### Is proxy configuration necessary? Proxies are recommended for reliability and to prevent IP blocking, especially for large-scale scraping. --- Ready to extract Czech job market data? Start using Jobs.cz Scraper today and unlock valuable employment insights!