Czech Jobs.cz Postings, Salary & Brigady Finder

Scrape Jobs.cz — one of the largest Czech job boards — with one actor. Search by keyword, browse a city/region or profession, browse the separate part-time/temp gig board (brigády), or paste jobs.cz search and job URLs. Get salary (including structured ranges that the listing hides), full descriptions, benefits, education, languages, contract type, dates, remote-work type, categories, company logo, Atmoskop profile and public contact details.

The actor is HTTP-only, anonymous and cookieless. No login, API key, cookie or proxy setup is required.

What this actor does

• Five modes
  • Keyword search — one or more free-text queries, optionally narrowed to a city or profession.
  • Browse by region/city — every open role in a city or region.
  • Browse by category/profession — every open role in a profession.
  • Brigády — jobs.cz's separate board for part-time, temporary, student and seasonal gigs.
  • Scrape these URLs — paste jobs.cz search pages, job detail pages, brigady pages, or employer-branded job pages.
• Rich filters — minimum monthly salary, posted-within window, employment type (full-time, part-time, internship, temporary), contract type, education, required languages, home-office arrangement, suitable-for group, employer type (direct/agency/NGO), minimum hourly rate (brigády), and search radius around a city.
• Full detail enrichment — description (plain text and HTML), structured salary with a hidden-salary flag, employment and contract details, education, languages, categories/professions, benefits, posted/updated/expiry dates, remote type, company logo, Atmoskop review count, and public contact name/phone when the listing shows them.
• Large runs — up to 10,000 records per run. Above 9,990 rows the actor splits a query by location or category and de-duplicates the results.
• Omit-empty output — fields the source does not expose are omitted, never filled with null or a placeholder.

Output per job

Field	What it contains
jobId	jobs.cz recruitment ID (or ad UUID for URL-only job pages)
title, company, location, locations[]	Job title, employer, and city/cities
url	Canonical jobs.cz job URL
salaryText	Visible salary label (e.g. "30 000 – 32 000 Kč/měsíc")
salaryMinCzk, salaryMaxCzk, salaryPeriod	Visible salary bounds and period
salary	Structured salary: minCzk, maxCzk, currency, period, visible, source
description, descriptionHtml	Full job description, plain text and HTML
detailSource	job-page, employer-site or listing
employmentTypes[]	full-time, part-time, internship, temporary
contractType, contractTypeText	Normalised contract type and the original Czech label
education, educationText	Normalised education level and the original label
languages[]	Required languages as shown on the job page
categories[], professions[]	Work areas and profession titles
benefits[]	Benefit list when published
workLocationType	on-site, partially-remote or full-remote
suitableFor[]	graduates, students, retired, maternity, disabled, ukraine-refugees, entry-level, senior
postedDate, postedAt, updatedAt, validThrough	ISO posting/update/expiry dates
postedDateText, badge, tags[]	Legacy listing labels (old-board rows only)
isPromoted, adLanguage	Promoted-slot flag and ad language (cs/en)
companyLogoUrl	Employer logo URL
atmoskopRating, atmoskopUrl, atmoskopReviewCount	Atmoskop employer-review data
contactName, contactPhone	Public contact shown on the listing (never email)
searchQuery, searchLocation, searchUrl	Traceability for the query that produced the row
recordType, scrapedAt	"job" and the scrape timestamp

Input

Field	Type	Default	Description
mode	select	search	search / byLocation / byCategory / brigady / byUrls
searchQueries	string array	[] (Console prefill ["python"])	One or more keywords (mode=search). The legacy searchQuery key is still accepted.
startUrls	string array	–	jobs.cz search/job/brigady/employer URLs (mode=byUrls)
location	select	none	Curated city/region
locationSlugCustom	string	–	Custom jobs.cz city slug
category	select	none	Curated profession/category
categorySlugCustom	string	–	Custom jobs.cz profession slug
salaryMinCzk	integer	0	Minimum gross monthly salary (0–200,000 Kč)
hourlyRateMin	select	any	Minimum hourly rate for brigády
radiusKm	select	jobs.cz default	0–50 km around a location (legacy pages)
datePosted	select	any	any / 24h / 3d / 7d
employmentTypes	array	–	full, part, internships, temporary
contractTypes	array	–	employment_contract, identification_number, agreement
education	select	any	any / primary / high / uni
languageSkills	array	–	cs, en, de, fr, ru, pl, it, es
homeOffice	select	any	partial-work-from-home, work-mostly-from-home, flexible-hours
suitableFor	select	any	graduates, students, retired, maternity, disabled, ukraine_refugees
employerType	select	any	direct, agency, ngo
includeDetails	boolean	true	Open each job page for full details; off = faster list-only run
maxItems	integer	30 (prefill 3)	Hard cap, 1–10,000

Example: keyword search in a city, with full details

{
  "mode": "search",
  "searchQueries": ["python", "data engineer"],
  "location": "praha",
  "datePosted": "7d",
  "includeDetails": true,
  "maxItems": 100
}

Example: browse a profession with a salary floor

{
  "mode": "byCategory",
  "category": "programator",
  "salaryMinCzk": 60000,
  "employmentTypes": ["full"],
  "maxItems": 250
}

Example: part-time gigs in Brno

{
  "mode": "brigady",
  "location": "brno",
  "hourlyRateMin": "200",
  "datePosted": "7d",
  "maxItems": 50
}

Example: scrape specific job and search URLs

{
  "mode": "byUrls",
  "startUrls": [
    "https://www.jobs.cz/rpd/2001506751/",
    "https://beta.jobs.cz/prace/praha/?keywords%5B%5D=ucetni",
    "https://csg.jobs.cz/detail-pozice?r=detail&id=1634646597"
  ],
  "maxItems": 100
}

Example: large list-only run

{
  "mode": "byLocation",
  "location": "praha",
  "includeDetails": false,
  "maxItems": 10000
}

Use cases

• Salary benchmarking — compare advertised Kč ranges by profession, city or seniority.
• Labor-market research — measure hiring volume by category and region over time.
• Recruitment intelligence — monitor competitors' open roles and posting velocity.
• Job aggregators / HR tech — feed structured Czech listings into a meta-search product.
• Relocation and expat services — surface English-friendly and remote-eligible roles.
• Part-time work discovery — collect brigády shifts by city and hourly rate.

How it handles the site

• The main board is read from jobs.cz's current search application, which exposes the full result set as structured JSON. The older jobs.cz pages are used for brigády, radius filtering, flexible-hours filtering, and benefit/contact enrichment.
• If the older pages are blocked from the current network, the actor retries them through a rate-limited public mirror. Requests are paced so a long run does not turn into a burst.
• Page 333 (9,990 rows) is the current per-query ceiling. Larger requests are split by city or profession and de-duplicated.
• Each job page is opened only when includeDetails is on. After six consecutive detail failures the actor stops enrichment and returns list-level rows rather than failing the run.

Limitations and notes

• Hidden salary — some employers publish a salary range in the job's structured data while the listing says "Plat neuveden" (salary not stated). The salary object includes it with "visible": false; the legacy flat salary fields stay visible-only.
• External employer pages — when a jobs.cz ad redirects to an employer's own career site, the actor returns the search-level fields and sets detailSource: "employer-site". Many employer sites publish no job description in a machine-readable block, so description may be absent.
• Benefits and contact — these come from the public older job page. A listing that does not show them, or a page that is temporarily unavailable, simply omits those fields. Very large detailed runs are capped at 1,000 job-page enrichments, and benefits/contact at 200 older pages, so a 10,000-row run cannot time out; later rows keep every list-level field. Use includeDetails: false for maximum speed.
• Beta job links — a pasted beta.jobs.cz/nabidka/<uuid>/ URL returns the beta detail fields (description, salary, dates, contract, education, languages) but not the older-page benefits/contact block, because that block is keyed by numeric jobs.cz ID. Use a numeric www.jobs.cz/rpd/<id>/ URL when you need those two fields.
• Radius and flexible hours — these two filters are not supported by the current search application, so runs that use them switch to the older jobs.cz pages. If those pages are unreachable, the run reports it in the status message.
• Search-plus-category — the current jobs.cz search supports a keyword together with a city and a category. The older pages do not, so legacy-path runs ignore the keyword when a category is set.
• Brigády filters — the brigády board only supports keyword, city, date and hourly-rate filters. The remaining main-board filters are logged and ignored in that mode.
• No GPS coordinates — jobs.cz does not publish coordinates for these listings, so no fabricated location data is emitted.
• Contract duration and change tracking — jobs.cz publishes contract type but not a reliable contract duration, and there is no public incremental changeType field. The actor returns current listings rather than change deltas.

FAQ

What is the data source, and how fresh is it? The actor reads jobs.cz's public search and job pages at request time — there is no cache. It is an independent third-party scraper and is not affiliated with or endorsed by jobs.cz or LMC.

Do I need a proxy, cookies or an account? No. The actor is anonymous, cookieless and proxy-free. If a page is blocked from the current network, it retries through a paced public mirror.

Why do some rows have no salary? Many Czech employers do not disclose pay. salaryText and the flat salaryMinCzk/salaryMaxCzk fields are only filled when the listing shows a figure. The salary object can still contain a structured range with "visible": false when the site publishes it in machine-readable data but hides it on the page.

Why is description missing on some rows? Descriptions are available for jobs hosted on jobs.cz. When an ad redirects to an employer's own career site, the actor sets detailSource: "employer-site" and returns the fields the search page exposes. It does not invent a description.

What does includeDetails change? With true (default), the actor opens each job page for description, structured salary, contract, education, languages, benefits and public contact. With false, it returns list-level rows only — faster and cheaper for large volume runs or when you only need titles, companies, locations and salaries.

Can I get more than 10,000 jobs? The actor caps a run at 10,000. jobs.cz itself serves at most 9,990 rows per query; the actor splits larger requests by city or profession to get past that ceiling. If the source has fewer matching jobs than requested, the status message reports the actual count.

Why do brigády results ignore some filters? jobs.cz's brigády board is a separate product with a smaller filter set: keyword, city, date and minimum hourly rate. Main-board filters such as salary, contract type, education and employer type do not exist there, so the actor logs and ignores them in that mode.

Can I paste a job URL instead of using a search mode? Yes. Use mode: "byUrls" and add search pages, job detail pages, brigády pages or employer-branded job pages to startUrls. Numeric job URLs return the listing plus benefit/contact enrichment; beta UUID links return the beta detail fields and omit the older-page benefit/contact block.

Why does a keyword search sometimes include a loosely related job? jobs.cz's own relevance ranking can surface broad matches for single-word queries. Adding a city, category or a more specific phrase improves precision. Promoted search slots are skipped for keyword searches.

Are contact details included? Only the public contact name and phone number that the listing itself displays. The actor does not collect or emit email addresses.