Talent.com Scraper — Job Ads From 21 Countries

Export job postings from Talent.com in any of 21 national markets — company, city, apply link and description snippet — to JSON, CSV or Excel. Pick the country from a dropdown. Keyless, no login.

What does Talent.com Scraper do?

Talent.com aggregates vacancies from employer career sites, staffing agencies and other boards, and publishes them on a separate domain for each market. This Actor reads those listings directly — server-rendered HTML, no API key, no account, no cookies.

One Actor covers every market. Choose the country in the input and the run switches domain and interface language automatically: de.talent.com for Germany, fr.talent.com for France, ca.talent.com for Canada, and so on across 21 countries. There is no reason to run twenty separate scrapers for what is the same site.

Two markup details decide whether the output stays clean. Talent.com's class names carry per-build hashes (JobCard_title__X32Qk), so any selector pinned to a full class name breaks on the next deploy — this Actor matches the stable prefix instead. And the contract-type chip is only rendered on some national sites; where the market does not publish it, the column is left out of the row entirely rather than shipped as a permanently empty field.

Supported countries

United States · Canada · United Kingdom · Ireland · Germany · Austria · Switzerland · France · Belgium · Netherlands · Italy · Spain · Portugal · Poland · Sweden · Mexico · Brazil · Argentina · Australia · India · South Africa

Who is it for?

• Recruitment agencies tracking hiring activity across several markets from one pipeline.
• B2B sales teams using hiring signals to spot companies that are growing.
• Job boards and aggregators filling a country feed without a data licence.
• Market analysts comparing demand between countries and cities.
• Relocation and remote-work platforms sourcing roles by destination.

Use cases

• Compare how many developer roles are open in Germany versus Poland this month.
• Build a weekly list of every company hiring nurses in a given city.
• Track posting volume per country to time a market entry.
• Feed a niche board with fresh listings from five markets using five scheduled runs.
• Spot the moment a target company opens its first role in a new country.

Why use this Actor?

• 21 countries, one Actor — country is a dropdown, not twenty separate tools.
• Keyless — no account, no token, no login.
• Hash-proof selectors — matches class prefixes, not build hashes.
• Honest columns — contract and salary fields appear only where the market publishes them.
• Description snippet included, so rows are triageable without opening each ad.
• Time-budgeted — a slow page ends the run cleanly with rows saved rather than being killed.

What data can you extract?

Field	Type	Description
jobId	string	Talent.com posting ID
title	string	Job title
jobUrl	string	Public posting page
companyName	string	Hiring company
location	string	City and region as published
employmentType	string	Contract type — France only, where the site renders it
salaryLabel	string	Salary as advertised, where the market publishes it
salaryFrom	number	Numeric floor for sorting
quickApply	boolean	One-click apply available
updatedLabel	string	How recently the ad was refreshed
snippet	string	Opening of the description
country	string	Market name, e.g. Germany
countryCode	string	Two-letter market code
source	string	Origin marker, e.g. talent_de
scrapedAt	string	Run timestamp (ISO 8601)

Example output

{
  "jobId": "631370092951112258",
  "title": "Gesundheits- und Krankenpfleger (m/w/d)",
  "jobUrl": "https://de.talent.com/view?id=631370092951112258",
  "companyName": "Confidential - DE",
  "location": "Moabit, Germany",
  "quickApply": true,
  "updatedLabel": "Last updated: 2 days ago",
  "country": "Germany",
  "countryCode": "de",
  "source": "talent_de"
}

How to use it

1. Pick the country from the dropdown.
2. Enter a keyword in the local language — or leave it empty to walk the newest postings.
3. Optionally add a city and a search radius.
4. Set Maximum results and run, then export JSON, CSV or Excel.

Input example

{
  "country": "de",
  "query": "entwickler",
  "location": "Berlin",
  "maxResults": 1000
}

Notes and limits

• Keywords work in the local language of the market you pick. "developer" returns results in most markets; "entwickler" or "desarrollador" return far more.
• Only France renders a contract-type chip. Other markets omit employmentType, salaryLabel and salaryFrom entirely rather than returning empty columns.
• Talent.com is an aggregator, so the same role can appear from more than one upstream source. Rows are de-duplicated by posting ID within a run.
• This Actor exports listing cards, not full descriptions — that is what keeps bulk runs cheap. Open jobUrl for the full text.
• You are responsible for how you use employer data, including under GDPR where it applies.

FAQ

Do I need a Talent.com account? No. Postings are public and this Actor needs nothing from you.

Can I scrape several countries in one run? One run covers one market. Schedule one run per country — the dropdown makes each task a one-line change.

Is salary included? Only where Talent.com publishes it, which today is France. Everywhere else no salary column is emitted, because an always-empty field is worse than none.

Will it break when Talent.com restyles? It is built to survive that: selectors match class prefixes rather than build-hashed names.

How am I charged? Pay per result — you pay for the postings delivered.