Talent Job Scraper

What does Talent.com Jobs Scraper do?

Talent.com Jobs Scraper collects public job listings from Talent.com using a keyword, an optional location, or a direct Talent.com search URL. Each dataset item can include the job title, company, location, employment type, salary information, posting date, description, source link, and Talent.com job URL.

Use the Actor to build hiring research datasets, compare job demand across locations, monitor company hiring activity, support recruiting workflows, or send current job records to another system. Set a keyword such as software engineer, choose a location such as Canada or Remote, and set the number of records you want.

Why use Talent.com Jobs Scraper?

• Keyword and location searches - Collect listings for a role, technology, industry, or geographic market.
• Direct URL support - Reuse a public Talent.com search page when you already have a prepared query.
• Structured job records - Receive normalized fields that are easier to filter, compare, store, and export.
• Job detail enrichment - Get descriptions, salary details, posting dates, and source links when Talent.com publishes them.
• Duplicate-aware collection - The Actor avoids saving the same listing repeatedly during pagination.
• Flexible result targets - Set maxItems for the dataset size and maxPages for the initial search-page window.
• Automation-ready output - Download the dataset or connect it to schedules, webhooks, APIs, and other Apify integrations.

What data can you extract from Talent.com?

Field	Description
jobId	Talent.com job identifier.
sourceTitle	Original title supplied by the source listing.
title	Normalized job title.
company	Hiring company name when available.
location	City, region, country, or remote location shown on the listing.
jobType	Employment type, such as full-time or part-time, when available.
salary	Salary text or salary range as displayed by the source.
salaryMin	Numeric lower bound of the salary when available.
salaryMax	Numeric upper bound of the salary when available.
salaryCurrency	Salary currency when published.
salaryType	Salary period or type when published, such as annual or hourly.
postedDate	Date or timestamp associated with the job posting.
snippet	Short text excerpt from the listing when available.
description	Plain-text job description.
descriptionHtml	Formatted HTML version of the job description.
sourceLink	External source or application link when available.
url	Talent.com URL for the job listing.
source	Source platform name, returned as talent.com.
listUrl	Talent.com search page used for the record.
scrapedAt	ISO timestamp showing when the record was collected.

Empty values are omitted from individual records. Salary, employment type, posting date, descriptions, and external application links depend on the information published by the listing source.

How to scrape Talent.com jobs

1. Open Talent.com Jobs Scraper in Apify Console.
2. Enter a searchQuery, a direct startUrl, or both.
3. Add an optional location, result limit, page limit, and proxy configuration.
4. Start the Actor and wait for the dataset to finish.
5. Review the dataset preview, then download the results or connect them to your workflow.

The easiest setup is a keyword with an optional location. For example, use searchQuery: "data engineer" and location: "United States". If you provide a direct URL and also provide searchQuery or location, the keyword and location inputs are used to update the search URL.

Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	No	None	Public Talent.com search URL, such as https://www.talent.com/jobs?k=python+developer&l=Canada. Use this instead of a keyword when you already have a search page.
searchQuery	String	Yes, unless startUrl is provided	None	Job keyword or phrase to search for, such as nurse, warehouse manager, or Python developer.
location	String	No	None	Location filter, such as United States, London, Canada, or Remote.
maxItems	Integer	No	20	Target number of unique job records to save.
maxPages	Integer	No	5	Initial number of Talent.com result pages to process. The Actor can continue when more pages are needed to reach maxItems.
proxyConfiguration	Object	No	None	Optional Apify proxy configuration for runs that need proxy routing.

Provide either searchQuery or startUrl. A run without both values cannot create a search.

Output Data

Field	Type	Description
jobId	String	Unique Talent.com job identifier.
title	String	Job title.
company	String	Company name when available.
location	String	Listing location when available.
jobType	String	Employment type when available.
salary	String	Human-readable salary or salary range.
salaryMin	Number	Numeric minimum salary when available.
salaryMax	Number	Numeric maximum salary when available.
salaryCurrency	String	Currency for numeric salary values when available.
salaryType	String	Salary period or type when available.
postedDate	String	Source posting date or timestamp.
snippet	String	Short listing excerpt.
description	String	Plain-text description, limited to a practical record size.
descriptionHtml	String	HTML-formatted description when available.
sourceLink	String	External source or application URL.
url	String	Talent.com job detail URL.
source	String	Always talent.com for this Actor.
listUrl	String	Search page from which the listing was collected.
scrapedAt	String	ISO 8601 collection timestamp.

Usage Examples

Basic keyword search

Collect up to 20 software development jobs in the United States.

{
  "searchQuery": "software developer",
  "location": "United States",
  "maxItems": 20
}

Direct Talent.com search URL

Reuse a public Talent.com search page for a Canada-based Python developer search.

{
  "startUrl": "https://www.talent.com/jobs?k=python+developer&l=Canada",
  "maxItems": 50
}

Larger collection with optional proxy routing

Collect a larger remote data-engineering dataset and allow the Actor to process more result pages as needed.

{
  "searchQuery": "data engineer",
  "location": "Remote",
  "maxItems": 120,
  "maxPages": 10,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Sample Output

The following is an example of one dataset item. Fields that Talent.com does not publish are omitted from the actual record.

{
  "jobId": "603321558836451768",
  "sourceTitle": "Software Developer",
  "title": "Software Developer",
  "company": "Adapt Forward",
  "location": "North Charleston, SC, US",
  "jobType": "fulltime",
  "salary": "$85,000 - $110,000 per year",
  "salaryMin": 85000,
  "salaryMax": 110000,
  "salaryCurrency": "USD",
  "salaryType": "year",
  "postedDate": "2026-01-24T04:56:24Z",
  "snippet": "Join a software development team building and supporting secure applications.",
  "description": "As a Software Developer, you will be a member of a development team building and supporting software applications.",
  "descriptionHtml": "<p>As a Software Developer, you will be a member of a development team building and supporting software applications.</p>",
  "sourceLink": "https://www.ziprecruiter.com/example-job",
  "url": "https://www.talent.com/view?id=603321558836451768",
  "source": "talent.com",
  "listUrl": "https://www.talent.com/jobs?k=software+developer&l=United+States",
  "scrapedAt": "2026-02-15T05:43:17.731Z"
}

Tips for best results

• Start with a small target - Use maxItems: 20 to confirm the search and output before collecting a larger dataset.
• Use specific phrases - Add terms such as senior, remote, Java, or healthcare to reduce unrelated results.
• Use the location filter - A location makes comparisons between cities, regions, and countries easier.
• Set a suitable page window - Increase maxPages for broad searches, especially when the target is much larger than the first page.
• Check optional fields - Salary and application links may be absent because they are not included in every listing.
• Review the dataset preview - Confirm titles, locations, dates, and descriptions before scheduling recurring runs.
• Report source changes - Public job pages can change. Use the Actor's Issues tab when results no longer match the expected format.

Integrations and export formats

• Google Sheets - Export job records for filtering, reporting, and team review.
• Airtable - Build a searchable hiring or market-research database.
• Webhooks - Notify another service after a run finishes.
• Make or Zapier - Send new jobs to email, CRM, Slack, or internal workflows.
• Apify API - Start runs and read dataset items from your own application.
• JSON, CSV, Excel, and XML - Download the dataset in a format suited to analysis or data pipelines.

Frequently Asked Questions

Can I search Talent.com by keyword and location?

Yes. Provide searchQuery and optionally set location to collect matching Talent.com listings.

Can I use a direct Talent.com URL?

Yes. Provide a public Talent.com search URL in startUrl. A keyword is not required when the URL contains the search.

How many jobs can I collect in one run?

Set maxItems to your target number of unique records. The default is 20, and the Actor can extend pagination when additional pages are needed to reach the target.

Is a proxy required?

No. Proxy configuration is optional, although proxy routing can help with runs that receive limited access or inconsistent responses.

Why is a salary or description field missing?

Talent.com and the original job source do not publish every field for every listing. The Actor omits blank values instead of returning misleading placeholders.

Can I export Talent.com jobs to CSV or Excel?

Yes. Apify datasets can be downloaded as CSV, Excel, JSON, XML, and other supported formats.

Can I schedule recurring Talent.com searches?

Yes. Use an Apify schedule to run the Actor hourly, daily, weekly, or on a custom interval, then connect the result to a webhook or downstream integration.

Is collecting Talent.com data legal?

Public data collection can be subject to laws, privacy requirements, and website terms. You are responsible for using the Actor lawfully, respecting applicable restrictions, and handling job data responsibly.

Related Actors

• USA Jobs Scraper - Collect job listings from USAJobs.gov.
• Naukri Jobs Scraper - Collect job listings from Naukri.com.

Support

For questions, issues, or feature requests, use the Issues or support section on the Actor page in Apify Console.

Legal Notice

This Actor is intended for legitimate collection and analysis of publicly available job information. Do not use collected data for unlawful discrimination, harassment, spam, or other abusive activity. Follow Talent.com's terms, the terms of linked source sites, and all applicable laws and privacy rules.