Talent.com Jobs Scraper [Just 💰$1.25] - 62 Countries

What does Talent.com Jobs Scraper do?

Talent.com Jobs Scraper pulls job listings from 62 Talent.com country sites, the widest Talent.com coverage on the Apify Store, and returns each job as a clean record with 40 structured fields (48 with change tracking on): title, company, salary range, job type, remote flag, city and coordinates, O*NET occupation code, Quick Apply flag, apply link and the full job description, which is on by default. No code needed; export to JSON, CSV, Excel, the API or straight into an AI agent.

Give it search terms (registered nurse, python developer, warehouse), pick one or more countries and, optionally, cities or regions. Every combination runs as its own search, and the results are merged and de-duplicated into one dataset. You can also paste Talent.com search URLs or job URLs from any country site instead of filling in the form. Leave everything empty and it returns the newest jobs in the United States (a few dozen; add a search term for more). No login, Talent.com account or proxy is needed.

New to Apify? Sign up free and use the included monthly platform credit to try this Actor — no credit card needed.

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What data can you extract from Talent.com?

A standard record carries 40 fields; incremental mode adds 8 more for change tracking.

Group	Fields
Job & employer	id, title, company, url (Talent.com job page), applyUrl (employer's apply link), isQuickApply, isSponsored, sourcePlatform (the job board or applicant-tracking system the ad came from), snippet
Location & geo	location (as the employer wrote it), city, region, country, market (which Talent.com site), latitude, longitude, isRemote
Pay & contract	salaryMin, salaryMax, salaryCurrency, salaryPeriod (hour, week, month, year), salaryText (ready to read, e.g. 1,645–1,820 USD / week), jobTypes
Classification & dates	onetCode (O*NET-SOC occupation code), language, postedAt, repostedAt
Full description & contacts	description (plain text), descriptionHtml, descriptionMarkdown, plus extractedEmails, extractedPhones, extractedUrls and socialProfiles when the employer wrote them into the ad
Search & monitoring	source, searchKeyword, searchLocation, scrapedAt, detailFetched, contentHash; in incremental mode also changeType (NEW / UPDATED / REAPPEARED / UNCHANGED / EXPIRED), firstSeenAt, lastSeenAt, previousSeenAt, expiredAt, isRepost, repostOfId, repostDetectedAt

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Key features

• 🌍 62 Talent.com country sites in one run. Covers North America, Europe, the Middle East, Africa, Asia-Pacific and Latin America, and every site is verified to return jobs.
• 🔀 Multi-country × multi-keyword × multi-location. Pick 5 countries, 10 search terms and 3 cities and the Actor runs every combination, then merges and de-duplicates the results. There is no one-market-per-run limit and nothing to stitch together afterwards.
• 🧠 Full job descriptions by default. Each job comes with its complete description as plain text, HTML and Markdown, not just the search-page snippet.
• ⚡ Quick Apply filter. Keep only jobs candidates can apply to in one click on Talent.com. Every record also carries an isQuickApply flag.
• 💰 Only jobs with a salary. Skip postings that hide the pay range. Pay comes back structured as min, max, currency and period.
• 🎚️ Site filters. Filter by posted within (24 hours to 14 days), job type, distance from a location and remote-only.
• 🏷️ O*NET occupation codes. Every job is tagged with a standard occupation code, so "RN", "Registered Nurse – ICU" and "Staff Nurse" roll up into one category for analysis.
• ♻️ Stable incremental monitoring. Schedule it and get only new, updated and reappeared jobs, even though Talent.com reshuffles its results between visits.
• 🔔 Alerts and AI-ready output. Send alerts to Telegram, Slack, Discord or any webhook. Compact and drop-empty modes keep payloads small for LLMs and MCP.

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🚀 How to scrape Talent.com

1. Open the Actor and enter one or more search terms (e.g. registered nurse), pick the countries and, optionally, locations — or paste a Talent.com URL.
2. Add filters if you need them — posted within, job type, distance, remote only, Quick Apply only, only jobs with a salary.
3. Set Max results and decide whether to keep full job descriptions on (the default).
4. (Optional) Turn on incremental mode and an alert channel, then Schedule it.
5. Click Start — jobs stream into the Output tab. Download as JSON, CSV or Excel, or pull them from the API.

Quick-start example input

{
  "searchTerms": ["registered nurse"],
  "countries": ["us"],
  "locations": ["Chicago"],
  "postedWithin": "7",
  "salaryOnly": true,
  "maxResults": 100
}

This finds up to 100 registered-nurse jobs around Chicago posted in the last 7 days that publish a pay range, each with its full description, salary band, job type and direct apply link — a ready-made shortlist for a recruiter or a salary benchmark in one click.

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Input

Configure it in the visual editor — no code needed — or pass JSON via the API. 33 inputs are available, grouped exactly as in the Actor's input form.

🔎 Search

Field	Type	What it does
searchTerms	array	Job titles, skills or company names, e.g. registered nurse, python developer. Without a term Talent.com lists only a few dozen jobs per country, so add one. Outside English-speaking countries a local-language title works best.
countries	array (select)	Which of the 62 Talent.com country sites to search, e.g. us, gb, de, in, br, ae, sg. Defaults to the United States.
locations	array	Cities, states or regions inside each country, e.g. New York, Austin, TX, Toronto. Leave empty to search the whole country.
startUrls	array	Talent.com search URLs (filters in the URL are kept) or job URLs from any country site. Replaces the search form when set.
maxResults	integer	Maximum jobs across all searches (default 25, 0 = no limit).
maxResultsPerSearch	integer	Cap each single search so multi-country runs come back balanced (0 = off).

🎚️ Filters

Filters are applied by Talent.com itself, so jobs they exclude are never fetched or billed.

Field	Type	What it does
postedWithin	enum	any, 1 (last 24 hours), 3, 7 or 14 days.
jobTypes	array (select)	full-time, part-time, permanent, temporary, internship. Several types run as separate searches and are merged. US, Canada, UK and France sites only.
radius	enum	Distance around each location: 5, 10, 15, 25, 50 or 100 km (2–60 miles on the US site).
remoteOnly	boolean	Only remote jobs. US, Canada, UK, India, Switzerland, Spain, Netherlands, Italy, Germany and France sites.
quickApplyOnly	boolean	Only jobs you can apply to directly on Talent.com.
salaryOnly	boolean	Skip jobs that do not publish a pay range. Skipped jobs are not charged.

📄 Output

Field	Type	What it does
includeDetails	boolean	Add each job's full description plus any emails, phones and links in it (default on). Turn off for the fastest runs with a short snippet.
descriptionFormat	enum	all, text, html or markdown.
descriptionMaxLength	integer	Cut descriptions to this many characters (0 = full length).
compact	boolean	Core fields only (title, company, location, salary, job type, link, snippet), for lean AI and MCP payloads.
excludeEmptyFields	boolean	Drop null, empty-string and empty-list fields from each record.

♻️ Incremental monitoring

Field	Type	What it does
incrementalMode	boolean	Track jobs between runs and tag each record NEW / UPDATED / REAPPEARED. Unchanged jobs are skipped and not charged.
stateKey	string	Stable name for the tracked search (auto-derived from your settings if blank).
emitUnchanged	boolean	Also emit jobs that have not changed since the previous run.
emitExpired	boolean	Emit jobs that were open last time but are gone now (needs a run that reads the whole search).
skipReposts	boolean	Leave out jobs an employer took down and posted again under a new link. Every new job still carries isRepost.

🔔 Notifications

telegramToken, telegramChatId, slackWebhookUrl, discordWebhookUrl, webhookUrl, webhookHeaders, notificationLimit and notifyOnlyChanges — see How to set up Talent.com alerts below.

⚙️ Advanced

Field	Type	What it does
proxyConfiguration	object	Optional — not needed; the Actor works without it.
ignoreUrlFailures	boolean	Skip start URLs that cannot be interpreted instead of failing the run (default on).
maxRequestRetries	integer	Retries for a failed request (0–10, default 3).

More example inputs

A multi-country remote search across Europe and North America:

{
  "searchTerms": ["python developer", "data engineer"],
  "countries": ["us", "ca", "gb", "de", "nl"],
  "remoteOnly": true,
  "postedWithin": "7",
  "maxResults": 500
}

Pasting Talent.com URLs from different country sites:

{
  "startUrls": [
    { "url": "https://uk.talent.com/jobs?k=nurse&l=London&date=7" },
    { "url": "https://www.talent.com/jobs/k-software-engineer-l-austin-tx" }
  ],
  "maxResults": 100
}

A daily monitor for new Quick Apply warehouse jobs, pinged to Slack:

{
  "searchTerms": ["warehouse"],
  "countries": ["us"],
  "locations": ["Dallas, TX", "Houston, TX"],
  "quickApplyOnly": true,
  "incrementalMode": true,
  "notifyOnlyChanges": true,
  "slackWebhookUrl": "https://hooks.slack.com/services/XXX/YYY/ZZZ",
  "maxResults": 0
}

---

Output

Each dataset item is one job. A real record (description shortened; descriptionHtml and descriptionMarkdown omitted):

{
  "id": "630575307265998928",
  "title": "School Registered Nurse",
  "company": "AB Staffing",
  "url": "https://www.talent.com/view?id=630575307265998928",
  "applyUrl": "https://www.abstaffing.com/jobs/school-registered-nurse/",
  "isQuickApply": true,
  "location": "Chicago, IL, US",
  "city": "Chicago",
  "region": "Illinois",
  "country": "US",
  "market": "us",
  "latitude": 41.8781136,
  "longitude": -87.6297982,
  "isRemote": false,
  "jobTypes": ["Full-time"],
  "salaryMin": 1645,
  "salaryMax": 1820,
  "salaryCurrency": "USD",
  "salaryPeriod": "week",
  "salaryText": "1,645–1,820 USD / week",
  "onetCode": "29-1141.00",
  "language": "en",
  "postedAt": "2026-07-31T22:36:54+00:00",
  "repostedAt": "2026-10-09T10:13:20+00:00",
  "snippet": "AB Staffing is looking for an experienced .Active Illinois Registered Nurse (RN) License required...",
  "sourcePlatform": "AB Staffing Solutions",
  "isSponsored": false,
  "description": "School Registered Nurse\n\nAB Staffing is looking for an experienced School Registered Nurse that is available for the 2026/2027 school year.\n\nRequirements:\n\n- Active Illinois Registered Nurse (RN) License required. …",
  "source": "talent.com",
  "searchKeyword": "registered nurse",
  "searchLocation": "Chicago",
  "scrapedAt": "2026-10-09T14:59:50.944866+00:00",
  "detailFetched": true,
  "contentHash": "172f87de065ff04ede800bddfd6555c1a0f1a60a"
}

Empty values come back as null. The contact fields (extractedEmails, extractedPhones, extractedUrls, socialProfiles) only appear on jobs where something was found, and the incremental fields only appear in incremental mode. descriptionFormat decides which of the three description fields you get. Compact mode returns the core fields only; excludeEmptyFields drops empties entirely. The Output tab also has a ready-made Overview table: title, company, location, country, salary, job type, remote, posted date, job link and apply link.

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♻️ How to monitor Talent.com with incremental mode

Schedule the Actor and turn on incremental mode. Each run compares against the last one and emits only NEW / UPDATED / REAPPEARED jobs, plus UNCHANGED and EXPIRED if you ask for them. Unchanged jobs are recognised from the search results before their full description is opened, so a run where nothing changed opens no descriptions and bills no records.

Talent.com does not show the same search in the same order twice. The Actor tracks every job by its ID across the whole search and only treats a job as expired after it has been missing more than once, so a reshuffled result page does not resurface old jobs as new or bill you for them again. A job that comes back after expiring is tagged REAPPEARED, and an employer re-posting the same job under a new link is flagged with isRepost.

Setting up scheduled monitoring

1. Configure your search terms, countries, locations and filters.
2. Turn on Incremental mode (and Skip re-posted jobs if you only want genuinely new roles).
3. Run it once — this seeds the baseline.
4. Open the Schedules tab and set a recurring run (e.g. hourly or daily).
5. Add an alert channel with Alert only on changes on.

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🔔 How to set up Talent.com alerts

Get pinged the moment a matching job appears on any of the 62 Talent.com sites. Fill in only the channels you want. Credentials are secret inputs: encrypted at rest, masked in the UI and never written to the run log.

Channel	What to configure
✈️ Telegram	telegramToken (from @BotFather) + telegramChatId (chat or channel ID)
💬 Slack	slackWebhookUrl (Incoming Webhook URL)
🎮 Discord	discordWebhookUrl (channel webhook URL)
🪝 Webhook	webhookUrl (+ optional webhookHeaders) receives the matched jobs as JSON — ideal for n8n / Make / Zapier

Each channel fires independently, so a broken channel can't stop the scrape or the others. notificationLimit sets how many jobs each message lists (1–20, default 5). Pair incremental mode with notifyOnlyChanges (Alert only on changes) to hear only about new, updated and reappeared jobs, with no duplicates across runs.

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💡 What can you do with Talent.com data?

Salary benchmarking across countries

Pull the same role in 10, 20 or all 62 markets and compare structured salary ranges by currency and period. Turn on Only jobs with a salary to build a clean pay dataset without filtering by hand.

Recruiting and staffing market intelligence

See which employers are hiring for a role, in which cities, and through which job board or applicant-tracking system the ad originated. Staffing agencies use it to spot demand before competitors call the same clients.

Sales prospecting from hiring signals

A company posting ten warehouse or nursing jobs this week is a company with a budget. Build account lists from company names, locations and apply links, and trigger outreach the day new postings appear.

Job boards, aggregators and niche job sites

Feed a niche or regional job site with fresh, de-duplicated listings — full descriptions in HTML or Markdown, apply links and posting dates included — refreshed on a schedule with incremental mode.

Labour market and occupation research

Every job carries an O*NET occupation code, a language and coordinates, so you can map demand by occupation and region over time and export the history to trend dashboards.

Personal job alerts

Watch a handful of searches across several countries and get Telegram or Slack pings for new Quick Apply or remote jobs only — no more refreshing the site.

Feed AI agents and LLM pipelines

Compact JSON straight into an LLM context, an MCP tool or a vector store. excludeEmptyFields, compact mode and descriptionMaxLength keep token costs low.

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💰 How much does it cost to scrape Talent.com?

This Actor uses Apify's pay-per-event model: a small fee when a run starts, plus a fee for each job saved to your dataset. See the Actor's Pricing tab for the current numbers — they're rendered live, so this page never goes stale.

It runs with lightweight requests and no browser, which keeps the per-record fee at the low end of the market even with full descriptions on. Three things cut your bill further:

• Site filters: posted within, job type, distance, remote and Quick Apply are applied by Talent.com, so jobs they exclude are never fetched or billed.
• Only jobs with a salary: postings without a pay range are dropped before they are saved.
• Incremental mode: after the first run you pay only for jobs that are new or changed, so the cost tracks how much Talent.com changes rather than how much you watch. Re-posts can be skipped for free.

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🔌 Integrations & export

Export to JSON, CSV, Excel or an HTML table, or pull from the REST API and the JavaScript / Python clients. Runs on a schedule, connects to Google Sheets, Slack, Make, Zapier and n8n, and works as an MCP tool for AI agents — compact mode keeps token usage small.

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🔗 Using the API

Run this Actor from your own code. Example with the Apify Python client:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_API_TOKEN>")

run_input = {
    "searchTerms": ["registered nurse"],
    "countries": ["us", "ca", "gb"],
    "salaryOnly": True,
    "maxResults": 200,
}

run = client.actor("corvuslab/talent-scraper").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["title"], item["company"], item["country"], item["salaryText"])

It also works with the JavaScript/TypeScript client, the Apify CLI and the REST API.

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❓ FAQ

Which Talent.com countries are supported? All 62 country sites: United States, Canada, United Kingdom, Ireland, Australia, New Zealand, Germany, France, Spain, Italy, Netherlands, Belgium, Switzerland, Austria, Luxembourg, Portugal, Poland, Czechia, Hungary, Romania, Greece, Sweden, Norway, Denmark, Finland, Turkey, India, Pakistan, Singapore, Malaysia, Indonesia, Thailand, Vietnam, Philippines, Hong Kong, Taiwan, Japan, South Korea, United Arab Emirates, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman, Egypt, Morocco, Nigeria, Kenya, South Africa, Mexico, Brazil, Argentina, Chile, Colombia, Peru, Ecuador, Uruguay, Venezuela, Costa Rica, Panama, Guatemala and Puerto Rico. Pick as many as you like in one run.

How many jobs can I get from one search? Talent.com itself shows up to roughly 130 jobs for a search with a term, and only a few dozen for a search without one. To collect more, add search terms, locations, countries or job types — each combination is its own search, and the results are merged and de-duplicated. Set maxResults to 0 for no overall limit.

Why is the salary empty on many jobs? Because the employer did not publish one. In our tests about a third of US jobs carried a pay range and only around 1 in 15 elsewhere. Turn on Only jobs with a salary to keep just the ones that do — the rest are not charged.

Why is jobTypes empty on some country sites? Talent.com only labels job types on some of its sites: in our tests every US, UK and France job had one, and German, Indian, Brazilian and UAE jobs had none. The Job types filter works on the US, Canada, UK and France sites.

What is Quick Apply? Jobs a candidate can apply to directly on Talent.com instead of going through the employer's own site — about one in five jobs in our tests. Quick Apply only keeps just those and works on every country site we tested.

Do records include recruiter emails and phone numbers? Only when the employer wrote them into the job ad, which is rare — roughly 1 in 20 descriptions contains an email and fewer contain a phone number. They are a bonus, not the point of this Actor; for hiring-company leads use company, applyUrl and sourcePlatform.

What are onetCode, repostedAt and isRepost? onetCode is the standard O*NET-SOC occupation code for the job (e.g. 29-1141.00 = Registered Nurses). repostedAt is when Talent.com last refreshed the posting. isRepost (incremental mode) flags a job the employer took down and published again under a new link.

Why do some jobs have coordinates but no city? When the employer only names a country or a region, city is empty and latitude / longitude point to the centre of that country or region.

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⚖️ Is it legal to scrape Talent.com?

This Actor collects only publicly available job listings — the same postings anyone can see on Talent.com without logging in. You're responsible for how you use the data — in particular any personal information that appears in a job ad — and for complying with Talent.com's terms and applicable law (including the GDPR/LGPD where they apply). Not affiliated with, endorsed by or sponsored by Talent.com.

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