JOB MARKET & HR

Job Listing Aggregation

Aggregate job postings from multiple sources to build job boards, analyze hiring trends, and research market compensation.

Job Data Is Scattered

Job listings are spread across hundreds of job boards, company career pages, and staffing sites. Building a comprehensive view of the job market requires aggregating from all these sources.

Each platform has different formats and structures. Manual collection doesn't scale, and APIs are often limited or expensive.

WebScraping.AI Solution

  • Any Source: Extract jobs from any job board or careers page
  • Structured Data: Get uniform job data regardless of source format
  • Rich Details: Capture salary, requirements, benefits, and more
  • AI-Powered: Intelligent extraction handles varying page layouts

Job Data Extraction

Capture complete job listing details

Job Details

Title, description, requirements, and responsibilities.

Compensation

Salary ranges, benefits, and equity information.

Company Info

Employer name, size, industry, and location.

Requirements

Skills, experience level, and qualifications.

Code Examples

Extract job listing data from any source

const axios = require('axios');

const API_KEY = 'your_api_key';
const jobUrl = 'https://company.com/careers/senior-engineer';

// Extract comprehensive job listing data
const response = await axios.get('https://api.webscraping.ai/ai/fields', {
  params: {
    api_key: API_KEY,
    url: jobUrl,
    fields: JSON.stringify({
      job_title: 'Job title',
      company: 'Company name',
      location: 'Job location',
      remote: 'Is remote work available (yes/no/hybrid)',
      salary_min: 'Minimum salary if listed',
      salary_max: 'Maximum salary if listed',
      experience_level: 'Required experience level',
      employment_type: 'Full-time, part-time, contract, etc.',
      required_skills: 'Array of required skills',
      benefits: 'Array of benefits mentioned',
      description: 'Job description summary',
      posted_date: 'When the job was posted'
    })
  }
});

console.log(response.data);
// {
//   "job_title": "Senior Software Engineer",
//   "company": "TechCorp",
//   "location": "San Francisco, CA",
//   "remote": "hybrid",
//   "salary_min": 150000,
//   "salary_max": 200000,
//   "experience_level": "5+ years",
//   "employment_type": "Full-time",
//   "required_skills": ["Python", "AWS", "PostgreSQL", "React"],
//   "benefits": ["Health insurance", "401k", "Unlimited PTO", "Equity"],
//   "description": "Join our team to build...",
//   "posted_date": "January 3, 2025"
// }
curl -G "https://api.webscraping.ai/ai/fields" \
  --data-urlencode "api_key=your_api_key" \
  --data-urlencode "url=https://company.com/careers/senior-engineer" \
  --data-urlencode 'fields={"job_title":"Job title","company":"Company","location":"Location","salary_min":"Min salary","salary_max":"Max salary","required_skills":"Required skills array"}'

Benefits of Job Data

Build Job Boards: Aggregate listings from multiple sources into one platform.
Salary Research: Analyze compensation data across roles and locations.
Market Intelligence: Track hiring trends by industry and skill.
Competitive Intel: Monitor competitor hiring and growth.
Skills Analysis: Identify in-demand skills and technologies.

Use Cases

Job Board Aggregation

Build comprehensive job search platforms

Salary Benchmarking

Research market rates for HR and recruiting

Hiring Trend Analysis

Track job market health and growth sectors

Skills Gap Research

Identify emerging skill requirements

Related Use Cases

More data aggregation solutions

Start Aggregating Job Data

Get started with 1,000 free API credits. No credit card required.

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