Prace.cz Jobs Search Scraper: Bulk Extract Czech Job Listings

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What Is Prace.cz?

Prace.cz is the Czech Republic's leading job search platform, hosting thousands of employment listings across all industries and skill levels. From entry-level positions to executive roles, Prace.cz aggregates opportunities from both large corporations and small businesses. For recruiters and data analysts, manually collecting job data from search results is tedious and error-prone — the Prace.cz Jobs Search Scraper automates this, extracting structured data from job listing pages in minutes.

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Overview

The Prace.cz Jobs Search Scraper is designed to extract job listings from Prace.cz search results pages, delivering comprehensive job and company data in a structured format. It is ideal for:

• Recruitment agencies building job databases for client sourcing
• Job aggregator platforms syndicating Czech job listings
• Market researchers analyzing employment trends in the Czech Republic
• HR analysts benchmarking salary and job title trends
• Career platforms integrating Czech job data

Key features include batch processing of multiple search result pages, graceful error handling via ignore_url_failures, and configurable scraping limits to control data volume.

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Input Format

The scraper accepts a JSON configuration object:

{
  "urls": [
    "https://www.prace.cz/nabidky/?page=2"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 100
}

Field	Description	Example
urls	Direct links to Prace.cz search results pages	https://www.prace.cz/nabidky/?page=2
max_items_per_url	Maximum jobs to extract per search page (optional)	100
ignore_url_failures	If true, continues scraping if some URLs fail; if false, stops on first error	true

Tips:

• You can scrape multiple pages at once by adding several URLs to the urls array.
• Modify the page parameter in the URL to target different search results pages.
• Omit max_items_per_url or set it high to capture all visible listings on a page.

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Output Format

Sample output

{
  "search_info": {
    "search_id": "664d383a-50b9-414b-8eda-bb23400013e9",
    "is_promoted": true
  },
  "metadata": {
    "advert_id": "671f7609-964a-434b-9623-76e853eecdf8",
    "published_at": "2026-06-29T12:48:31+02:00",
    "published_to": "2026-07-29T23:59:59+02:00",
    "updated": "2026-07-17T09:53:02+00:00"
  },
  "advert": {
    "title": "Pokladní dozor (m/ž) - Praha Roztyly",
    "job_types": {
      "types": [
        "FULL_TIME"
      ]
    },
    "work_location": {
      "places": [
        {
          "city": "Praha-Chodov"
        }
      ],
      "type": "ON_SITE"
    },
    "salary": {
      "min": 37000,
      "max": 40300,
      "currency": "CZK",
      "period": "MONTH",
      "display_mode": "SHOW_ALL"
    },
    "profession_titles": [
      "Pokladní"
    ],
    "work_area_titles": [
      "Administrativa",
      "Prodej a obchod"
    ],
    "vertical_ids": [],
    "suitable_for": []
  },
  "company": {
    "id": "fd40x5",
    "public_name": "OBI Česká republika s.r.o."
  },
  "extended": {
    "logo": {
      "logo_url": "https://my.teamio.com/recruit/logo?id=e9c31875-f140-49e4-8c0a-4716248f735e&v=1772099396853"
    },
    "atmoskop_profile": {
      "url_to_profile": "https://www.atmoskop.cz/nazory-na-zamestnavatele/2811730-obi-ceska-republika-s-r-o",
      "count_of_reviews": 109
    },
    "career_page": {
      "url": "https://obi.jobs.cz/pd/2001200960"
    }
  },
  "deprecated": {
    "recruitment_id": 2001200960,
    "company_g2id": 2491
  },
  "application": {
    "type": "SAF"
  },
  "from_url": "https://www.prace.cz/nabidky/"
}

Each scraped job listing returns data organized into seven categories:

Search Info

Metadata about the search context and scraping operation:

Field	Meaning
page_number	The search results page number (e.g., page 2)
search_url	The original search URL that was scraped
total_results	Total jobs found in the search query (if available)
scrape_timestamp	Date and time the data was extracted

Metadata

Core identifiers and record information:

Field	Meaning
job_id	Unique identifier for the job listing
title	Job position title as displayed
url	Direct link to the full job detail page
posted_date	When the listing was first published
updated_date	Last modification date
expiry_date	When the listing expires or closes

Advert

Main job posting details:

Field	Meaning
description	Full job description and responsibilities
requirements	Candidate qualifications and requirements
job_type	Employment type (full-time, part-time, contract, etc.)
location	Job location or workplace city
salary_range	Offered compensation (if disclosed)
currency	Salary currency (typically CZK)
remote_work	Whether remote work is available
benefits	Additional perks and benefits offered

Company

Employer information:

Field	Meaning
company_name	Official name of the hiring company
company_id	Unique company identifier on Prace.cz
company_url	Link to the company's profile or website
company_logo	URL to the company logo image
company_size	Number of employees (if available)
industry	Industry or sector classification
founded_year	Company founding year (if available)

Extended

Additional job-related attributes:

Field	Meaning
experience_level	Required seniority (junior, mid, senior, etc.)
education_required	Minimum education qualification
languages	Required or preferred languages and proficiency levels
certifications	Professional licenses or certifications needed
contract_length	Duration of the role (permanent, fixed-term, etc.)

Application

How to apply and contact details:

Field	Meaning
apply_url	Link to submit an application
apply_method	Application method (online form, email, etc.)
contact_email	Email address for inquiries
contact_person	Recruiter or HR contact name (if provided)
application_deadline	Closing date for applications

Deprecated

Legacy or outdated fields retained for backwards compatibility:

Field	Meaning
old_reference_id	Previous internal reference (rarely used)
legacy_format	Data in older schema format (for compatibility)

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How to Use

1. Identify search URLs — Go to Prace.cz, enter your search criteria (e.g., "Python Developer"), and copy the results page URL. Multiple pages can be added.
2. Build the configuration — Create your JSON input with the search result URLs you want to scrape.
3. Set limits — Use max_items_per_url to control how many listings to extract per page (e.g., 100).
4. Handle failures gracefully — Set ignore_url_failures: true to skip problematic pages without stopping the entire run.
5. Run the scraper — Execute and wait for results.
6. Export the data — Download as JSON, CSV, or Excel for use in your application.

Best practices:

• For large-scale scraping, process pages incrementally rather than all at once.
• Filter search results on Prace.cz before scraping (e.g., by job type, location) to reduce noise.
• Respect rate limits by not scraping excessively in a short timeframe.

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Use Cases & Business Value

• Job aggregators: Create comprehensive Czech job databases across multiple industries
• Salary analytics: Track compensation trends by job title, location, and experience level
• Competitive intelligence: Monitor competitor hiring activity and job postings
• Academic research: Analyze labor market demand and skill requirements in Czech companies
• Recruitment automation: Build automated sourcing pipelines targeting specific job types

By automating the extraction of Prace.cz search results, you eliminate manual data entry, reduce errors, and unlock insights that inform hiring strategies and market analysis.

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Conclusion

The Prace.cz Jobs Search Scraper transforms time-consuming manual browsing into efficient, automated data collection. Whether you're building a job aggregator, conducting market research, or automating recruitment workflows, this scraper delivers clean, structured job data from the Czech Republic's largest job portal. Scale your job data collection today.