JOB MARKET & HR

Salary Benchmarking Data

Collect compensation data from job postings, salary sites, and company pages. Make data-driven compensation decisions.

Compensation Data is Fragmented

Accurate salary data is essential for competitive compensation packages, but information is scattered across job boards, company sites, and salary databases. Manual collection doesn't scale.

Traditional salary surveys are expensive and often outdated by the time they're published. You need real-time market data.

WebScraping.AI Solution

  • Job Posting Data: Extract salary ranges from live job listings
  • AI Extraction: Intelligently parse compensation details from any format
  • Multi-Source: Aggregate data from multiple job boards and salary sites
  • Real-Time Updates: Always current market data

Salary Data Points

Comprehensive compensation intelligence

Base Salary

Extract salary ranges, minimums, maximums, and midpoints from listings.

Total Compensation

Capture bonus, equity, benefits, and other compensation components.

Location Data

Track salary variations by city, state, region, and remote status.

Level & Experience

Segment by seniority level, years of experience, and skills required.

Code Examples

Extract salary data from job postings

const axios = require('axios');

const API_KEY = 'your_api_key';

// Extract salary data from a job posting
const jobUrl = 'https://job-board.com/job/senior-software-engineer';
const salaryData = await axios.get('https://api.webscraping.ai/ai/fields', {
  params: {
    api_key: API_KEY,
    url: jobUrl,
    fields: JSON.stringify({
      job_title: 'The job title',
      company: 'Company name',
      location: 'Job location (city, state, remote)',
      salary_min: 'Minimum salary as a number',
      salary_max: 'Maximum salary as a number',
      salary_currency: 'Currency (USD, EUR, etc)',
      salary_period: 'Annual, monthly, or hourly',
      bonus: 'Bonus information if mentioned',
      equity: 'Equity/stock options if mentioned',
      benefits: 'Benefits listed',
      experience_required: 'Years of experience required',
      seniority_level: 'Junior, Mid, Senior, Lead, etc'
    })
  }
});

console.log(salaryData.data);
// {
//   "job_title": "Senior Software Engineer",
//   "company": "Tech Corp",
//   "location": "San Francisco, CA (Hybrid)",
//   "salary_min": 180000,
//   "salary_max": 220000,
//   "salary_currency": "USD",
//   "salary_period": "annual",
//   "bonus": "15-20% annual bonus",
//   "equity": "Stock options available",
//   "benefits": ["Health insurance", "401k match", "Unlimited PTO"],
//   "experience_required": "5+ years",
//   "seniority_level": "Senior"
// }

// Analyze salary competitiveness
const analysis = await axios.get('https://api.webscraping.ai/ai/question', {
  params: {
    api_key: API_KEY,
    url: jobUrl,
    question: 'How does this compensation package compare to market rates? What are the standout benefits?'
  }
});
curl -G "https://api.webscraping.ai/ai/fields" \
  --data-urlencode "api_key=your_api_key" \
  --data-urlencode "url=https://job-board.com/job/senior-engineer" \
  --data-urlencode 'fields={"job_title":"Job title","salary_min":"Minimum salary","salary_max":"Maximum salary","location":"Location","benefits":"Benefits listed"}'

Why Use WebScraping.AI

Real-Time Data: Current market rates, not outdated survey data.
Comprehensive Coverage: Data from multiple sources for accuracy.
Custom Segmentation: Filter by role, location, level, industry.
AI Parsing: Handles any salary format automatically.
Structured Output: Clean data ready for analysis.

Use Cases

Compensation Planning

Set competitive salary bands and ranges

Talent Acquisition

Make competitive offers to top candidates

Retention Analysis

Identify roles at risk of market-driven attrition

Market Research

Understand compensation trends by industry

Related Use Cases

More HR data solutions

Start Collecting Salary Data

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

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