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Talent Jobs Scraper

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Talent Jobs Scraper

Talent Jobs Scraper

Try for free

Scrape Talent.com job listings in the United States, Canada, United Kingdom, and Australia by keyword and location. Returns job, company, salary, description, and posting metadata.

Pricing

from $2.80 / 1,000 results

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AgentX

AgentX

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Talent Jobs Scraper - Job Listings Data Extraction API

Talent Jobs Scraper extracts structured Talent.com job listings by keyword, country, and location for recruitment analytics, job board enrichment, salary benchmarking, and hiring market research. It returns normalized job records with title, company, location, description, posting URL, salary fields, and source metadata when Talent.com exposes those values. The Talent.com coverage supports United States, Canada, United Kingdom, and Australia using their country-specific Talent.com domains. The default country is United States, and Software Engineer is used as a high-volume default keyword for US job search coverage. Up to 10,000 job records can be requested per run, with pay-per-result pricing and no monthly minimum.

Talent.com Hiring Intelligence Pay Per Result

Why Choose This API

Talent.com Job Data With Country-Specific Search Domains

Structured job records Get one normalized dataset item per job posting with consistent fields for title, company, location, salary, job description, posting date, and source URL.

Platform-specific extraction This actor focuses on Talent.com only. Inputs and documentation are scoped to what the platform coverage supports, avoiding unsupported filters.

Salary and compensation signals When the source exposes salary data, the actor maps salary minimum, maximum, currency, and interval into structured fields. The currency input can normalize salary values for cross-market comparison.

Location intelligence Use country and location inputs to target the right market. Output includes platform location text and structured fields when available.

Scalable Apify workflow Results are stored in the default dataset and can be exported as JSON, CSV, Excel, XML, RSS, or consumed with the Apify REST API and client SDKs.

Transparent pricing The actor uses a pay-per-result model. You pay a small start event plus a flat result event for each job saved to the dataset.

Quick Start Guide

How to Extract Talent.com Job Data in 3 Steps

Step 1: Define Your Search Parameters

Enter a high-coverage keyword such as Software Engineer, select a supported country, optionally add a city or region, and set max_results.

Step 2: Configure and Run the Actor

Open Actor Input

Set the parameters, then click Start. Use broad keywords for market scans and specific titles for sourcing workflows.

Step 3: Download Your Data

Export the default dataset as JSON, CSV, Excel, XML, or pull items programmatically through the Apify API.

Input Parameters

Required Configuration Fields

ParameterTypeRequiredDescriptionExample
keywordstringYesJob title, skill, company, or search keyword"Software Engineer"
countryselectYesSupported country or market"United States"
max_resultsintegerYesMaximum job records to extract, from 10 to 10,000100
locationstringNoCity, region, or location text inside the selected country"New York"
currencyselectNoTarget currency for salary normalization"USD"

Example Input Configuration

{
  "keyword": "Software Engineer",
  "country": "United States",
  "location": "New York",
  "max_results": 100,
  "currency": "USD"
}

Date Format Options

This actor does not expose posted_since because Talent.com does not consistently provide a reliable posting-date filter for this coverage. Posted-date values are still returned in output when the source listing provides them.

Location Formatting Best Practices

  • Use city and region names when you need local results.
  • Use country-level searches when you want maximum coverage for a keyword.
  • Keep keywords specific enough to avoid unrelated aggregator matches, but broad enough to return enough results for analysis.
  • If remote status is available in source data, it is returned as an output signal rather than an input filter.

Supported Countries for Job Scraping

The Talent.com coverage supports United States, Canada, United Kingdom, and Australia using their country-specific Talent.com domains. The default country is United States, and Software Engineer is used as a high-volume default keyword for US job search coverage.

Country-Aware Platform Routing

This is a single-platform actor. It does not route requests to other job boards. If you need automatic routing across multiple sources, use All Jobs Scraper.

Output Data Schema

Complete Job Listing Data Structure

Each extracted Talent.com job is stored as one dataset item. Field availability depends on what the source listing exposes, but the actor maps source data into a consistent job schema.

Job Metadata Fields

FieldDescription
platformSource platform label, usually Talent.com
platform_urlTalent.com job URL
official_urlApply or original URL when available
titleJob position title
company_nameHiring company name
company_urlCompany URL when available
company_logoCompany logo URL when available
locationJob location text
posted_datePosting date when available
valid_throughExpiration date when available
descriptionJob description content
job_typeEmployment type when available
is_remoteRemote-work signal when available
salary_minimumMinimum salary when available
salary_maximumMaximum salary when available
salary_currencySalary currency
salary_periodSalary interval

Employment Details

Employment fields can include job_type, is_remote, requirements, skills, and other platform-specific values when the source exposes those values.

Salary Information

Salary fields include salary_minimum, salary_maximum, salary_currency, and salary_period. Salary extraction is source-dependent and may be empty for valid jobs.

Company Data

Company fields can include company_name, company_url, company_logo, company_website, company_industry, and related metadata when available.

Example JSON Output

{
  "platform": "Talent.com",
  "platform_url": "https://www.talent.com/view?id=example",
  "title": "Software Engineer",
  "company_name": "Example Software Inc.",
  "location": "New York, NY",
  "description": "Build and maintain web applications and backend services.",
  "salary_minimum": 120000,
  "salary_maximum": 150000,
  "salary_currency": "USD"
}

Export Formats

  • JSON - Full structured records with nested objects and arrays preserved.
  • CSV - Spreadsheet-compatible exports for BI and reporting workflows.
  • Excel - Download-ready tabular files for analysts and recruiters.
  • XML / RSS - Feed-style exports where supported by Apify datasets.
  • API Access - Pull items programmatically via the Apify REST API or official SDKs.

Integration Examples

Actor ID for Platform Integration

agentx/talent-jobs-scraper

Make.com Setup

  1. Add Apify Run an Actor.
  2. Set Actor to agentx/talent-jobs-scraper.
  3. Paste your input JSON.
  4. Enable synchronous run if your workflow should wait.
  5. Read results with Get dataset items.

N8N.io Setup

  1. Add the Apify node.
  2. Choose Run an Actor and get dataset.
  3. Use Actor ID agentx/talent-jobs-scraper.
  4. Map dataset items into your workflow.

Python Integration Example

from apify_client import ApifyClient


client = ApifyClient("YOUR_API_TOKEN")


run_input = {
  "keyword": "Software Engineer",
  "country": "United States",
  "location": "New York",
  "max_results": 100,
  "currency": "USD"
}


run = client.actor("agentx/talent-jobs-scraper").call(run_input=run_input)
items = list(client.dataset(run["defaultDatasetId"]).iterate_items())
print(f"Fetched {len(items)} jobs")

JavaScript/Node.js Integration

import { ApifyClient } from 'apify-client';


const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });


const input = {
  "keyword": "Software Engineer",
  "country": "United States",
  "location": "New York",
  "max_results": 100,
  "currency": "USD"
};


const run = await client.actor('agentx/talent-jobs-scraper').call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Fetched ${items.length} jobs`);

JSON-LD Metadata

{
  "@context": "https://schema.org",
  "@type": "SoftwareApplication",
  "name": "Talent Jobs Scraper",
  "applicationCategory": "BusinessApplication",
  "operatingSystem": "Cloud API",
  "url": "https://apify.com/agentx/talent-jobs-scraper?fpr=aiagentapi",
  "description": "Scrape Talent.com job listings in the United States, Canada, United Kingdom, and Australia by keyword and location. Returns job, company, salary, description, and posting metadata.",
  "offers": {
    "@type": "Offer",
    "price": "0.0028",
    "priceCurrency": "USD"
  }
}

Pricing & Cost Calculator

Transparent Pay-Per-Use Model

Event TypePriceDescription
Actor Start$0.01One-time charge per Actor run
result$0.0028Charged for each Talent.com job posting saved to the default dataset

Cost Examples

Small Scale (100 jobs):

  • Job Data: 100 ร— $0.0028 = $0.28
  • Actor Start: $0.01
  • Total: $0.29

Medium Scale (1,000 jobs):

  • Job Data: 1,000 ร— $0.0028 = $2.80
  • Actor Start: $0.01
  • Total: $2.81

Large Scale (10,000 jobs):

  • Job Data: 10,000 ร— $0.0028 = $28.00
  • Actor Start: $0.01
  • Total: $28.01

Competitive Pricing Comparison

FeatureTalent.com Jobs ScraperManual CollectionGeneric Browser ScraperEnterprise Data Vendor
Cost modelPay per resultLabor hoursCompute + maintenanceContract pricing
API accessYesNoCustom work requiredUsually yes
Output schemaStructured job dataInconsistentCustom parsing requiredVaries
MaintenanceManaged actorManualUser-ownedVendor-owned
Best forFast job data extractionSmall one-off checksCustom internal crawlersLarge procurement workflows

Use Cases & Applications

Recruitment & Talent Acquisition

Hiring pipeline monitoring Track new jobs by title, company, location, and posting date to understand employer demand and recruitment velocity.

Candidate matching workflows Feed structured job descriptions, requirements, skills, and locations into candidate matching systems or internal search tools.

Competitor hiring analysis Monitor which companies are expanding, what roles they hire for, and how job requirements shift across locations.

Market Research & Business Intelligence

Labor market dashboards Build dashboards that show role demand, location density, salary availability, and company-level hiring patterns.

Salary benchmarking Analyze published salary ranges where available and normalize values into the selected currency.

Regional market entry analysis Compare job volume and role mix across countries, cities, or regions before hiring or expansion decisions.

AI & Machine Learning Applications

Training data for job matching Use job descriptions and requirements as training or evaluation data for semantic search, matching, classification, and recommendation systems.

Skill extraction and taxonomy mapping Map job descriptions into standardized skills, roles, departments, and seniority levels for workforce intelligence.

Automated alerts Trigger notifications when new jobs matching a keyword, company, salary, or location appear in the dataset.

Workforce Planning & HR Analytics

Skills gap analysis Identify commonly requested skills and qualifications in job postings to guide training plans and workforce planning.

Hiring trend reports Build weekly or monthly reports that summarize job volume, salary ranges, and demand by role or location.

Talent market benchmarking Compare hiring signals across companies and geographies for recruiting strategy and compensation planning.

Career Services & Education

Career guidance Use live job market data to inform career advice, resume coaching, and learning path recommendations.

Curriculum alignment Analyze job requirements and skills to keep courses aligned with employer demand.

Student job feeds Power filtered job feeds for students, alumni, or workforce development programs.

FAQ

How do I scrape Talent.com jobs with this actor?

Open the actor input page, set keyword, country, and max_results, add an optional location, and run the actor. Results are saved in the default Apify dataset.

What is included in each Talent.com job record?

Typical records include title, company, location, platform URL, description, posting date, salary fields, and source metadata when available.

How many jobs can I extract per run?

The input schema allows up to 10,000 requested results. Actual output depends on source availability, keyword breadth, selected location, available result volume, and source availability.

Which countries are supported?

The Talent.com coverage supports United States, Canada, United Kingdom, and Australia using their country-specific Talent.com domains. The default country is United States, and Software Engineer is used as a high-volume default keyword for US job search coverage.

How fresh is the data?

The actor fetches live source results at run time. Posted-date values are returned in output when the source provides them.

Why are some salary fields empty?

Salary fields are populated only when the source listing publishes salary information. Many employers do not include salary ranges in every job post.

Why are some company fields empty?

Company metadata depends on what the source returns for a listing. The actor maps available values and leaves unavailable fields empty instead of fabricating data.

Can I integrate this with Make, N8N, Zapier, or my own backend?

Yes. Use the Apify API, official Python and JavaScript clients, Make's Apify modules, N8N's Apify node, or dataset export URLs.

What if no jobs are found?

Try a broader keyword, remove narrow location filters, increase max_results, or use a country-level search.

Is this compatible with AI frameworks?

Yes. The JSON output can be used with LangChain, vector databases, custom ranking systems, enrichment workflows, and internal recruitment agents.

SEO Keywords & Search Terms

Primary Keywords

Talent.com scraper API, Talent jobs scraper, Talent.com job listings API, US job data API, Canada job data API

Long-Tail Keywords

how to scrape Talent.com jobs, extract Talent.com job descriptions, Talent.com salary data scraper, Talent.com recruitment analytics dataset, Talent.com job search API

Industry Terms

job scraping API, job board scraper, job data extraction, hiring intelligence API, recruitment analytics, labor market data, salary benchmarking, job listing dataset, workforce analytics, talent intelligence.

Location-Based Keywords

country job data API, city job scraper, remote jobs dataset, regional hiring trends, local job market intelligence, international job listings API.

Use Case Keywords

competitor hiring monitoring, job board enrichment, talent market research, salary range extraction, skills demand tracking, recruitment automation, AI job matching dataset.

Trust & Certifications

  • Public data workflow - Designed for publicly available job listing data.
  • Transparent billing - Pay-per-result pricing with clear start and result events.
  • API-first delivery - Works with Apify datasets, REST API, Python, JavaScript, Make, and N8N.
  • Structured output - Normalized fields reduce cleanup work for analysts and engineers.
  • Maintenance-oriented design - Platform-specific parsing can be updated as source pages evolve.

Data Rights & Usage

This actor extracts publicly available job listing data. Users are responsible for ensuring their use of output data complies with applicable laws, contractual requirements, and internal policies.

Privacy Compliance

The actor is intended for job listing and employer-side market intelligence workflows, not for collecting private candidate data. Users should apply GDPR, CCPA, and other privacy requirements to downstream storage and processing.

Platform Terms of Service

Users must review and comply with Talent.com terms and any applicable policies before using extracted data in production workflows.

Enterprise Support

For enterprise usage, compliance questions, private deployments, or custom data workflows, contact AgentX support.

Jobs & Hiring

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Business Intelligence & Reviews

Other

Support & Community

Last Updated: May 25, 2026

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