💼 All Jobs Scraper - LinkedIn, Indeed, Glassdoor & More

Professional job data extraction API and recruitment intelligence platform to scrape comprehensive job listings from Indeed, LinkedIn, Glassdoor, and ZipRecruiter. Advanced employment data harvesting with salary benchmarking, company intelligence, remote work insights, and recruitment analytics - trusted by 5000+ recruiters, HR professionals, and market researchers for job market intelligence and talent acquisition insights.

🚀 Advanced Job Scraping API Features

• Multi-Platform Job Data Extraction - Unified job listing aggregation from Indeed, LinkedIn, Glassdoor, ZipRecruiter APIs
• Comprehensive Employment Intelligence - 40+ structured data fields including salary benchmarking, company ratings, remote work analytics
• Real-time Job Market Processing - Concurrent multi-source data harvesting with live progress tracking
• Global Job Market Coverage - 100+ countries with intelligent proxy rotation and platform optimization
• Enterprise-Scale Data Harvesting - Process 50K+ job listings with advanced filtering and data validation

💼 Job Market Intelligence Use Cases

• Recruitment Intelligence & Analytics - Advanced salary benchmarking, competitive hiring analysis, talent market research
• Employment Trend Analysis - Job market insights, skill demand mapping, remote work compensation studies
• HR Market Intelligence - Hiring competition analysis, strategic compensation planning, workforce analytics
• Business Intelligence & Insights - Industry talent mapping, geographic hiring patterns, market expansion intelligence
• Career Intelligence Platform - Job market opportunities, salary comparison tools, remote work availability analysis
• Labor Market Research Data - Academic studies, employment trend analysis, economic research datasets

🏃 Quick Start - Job Data Extraction API Setup

1. Configure Job Search Parameters - Enter job titles, keywords, and target locations for data extraction
2. Set Data Collection Timeframe - Choose recent job postings or specify custom date ranges for historical data
3. Execute Multi-Platform Extraction - Monitor real-time progress across 4 job platforms simultaneously

Sample Input Configuration

{
  "search_terms": "Software Engineer",
  "country": "United States",
  "location": "San Francisco, CA",
  "posted_since": "1 days"
}

The intuitive web interface makes job data extraction simple - no coding experience required for basic API usage!

📥 Input Configuration

Required Parameters

Parameter	Type	Description	Example
search_terms	string	Job title, skills, or keywords	"Software Engineer", "Data Scientist"
posted_since	string	Jobs posted from this date	"7 days", "2024-08-25"
country	string	Target country for job search	"United States", "Germany"

Optional Parameters

Parameter	Type	Description	Example
location	string	Specific city or region	"San Francisco, CA", "Berlin"

Date Format Options

• Relative Timeframes: "1 days", "7 days", "2 weeks", "1 month", "1 year"
• Absolute Dates: YYYY-MM-DD format (e.g., "2024-08-25")
• Pattern: ^(\\d{4})-(0[1-9]|1[0-2])-(0[1-9]|[12]\\d|3[01])$ or ^(\\d+)\\s*(day|week|month|year)s?$

Note: Recent jobs have higher relevance and better data quality.

Supported Countries

The tool supports 70+ countries including: United States, United Kingdom, Germany, Canada, Australia, India, France, Netherlands, Singapore, Switzerland, Ireland, Sweden, Denmark, Norway, Austria, Belgium, Finland, Italy, Spain, Poland, Japan, South Korea, China, Hong Kong, Taiwan, Malaysia, Thailand, Philippines, Indonesia, New Zealand, United Arab Emirates, Israel, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman, Brazil, Mexico, Argentina, Chile, Colombia, Peru, Uruguay, Venezuela, Costa Rica, Panama, Czech Republic, Portugal, Greece, Hungary, Romania, Bulgaria, Croatia, Slovakia, Slovenia, Estonia, Latvia, Lithuania, Luxembourg, Malta, Cyprus, South Africa, Nigeria, Morocco, Egypt, Turkey, Ukraine, Bangladesh, Pakistan, Vietnam, Ecuador.

Note: Country selection determines available platforms and salary currency for the job search.

📊 Job Data Output Format & API Response

Structured Job Data Schema

Each extracted job listing contains the following comprehensive data fields for employment intelligence:

Field	Type	Description
processor	string	URL of the Apify actor that processed this job
processed_at	string	ISO timestamp when the job was scraped
platform	string	Job platform (Indeed, LinkedIn, Glassdoor, ZipRecruiter)
platform_url	string	Original job URL on the platform
official_url	string	Direct link to job posting
title	string	Job position title
posted_date	string	Date when job was posted
location	string	Job location or city
is_remote	boolean	Whether the job allows remote work
description	string	Full job description and requirements
job_type	string	Employment type (full-time, part-time, contract)
job_level	string	Seniority level (junior, senior, manager)
job_function	string	Job category or function area
listing_type	string	Type of job listing
emails	string	Contact email addresses found in job posting
skills	string	Skills and technologies required for the job
work_from_home	string	Work from home arrangement details
vacancy_count	integer	Number of open positions
experience_range	string	Required years of experience
salary_period	string	Salary payment period (yearly, monthly, hourly)
salary_minimum	number	Minimum salary amount
salary_maximum	number	Maximum salary amount
salary_currency	string	Currency code (USD, EUR, GBP, etc.)
company_name	string	Name of the hiring company
company_industry	string	Industry sector of the company
company_url	string	Company profile URL on job platform
company_website	string	Official company website URL
company_logo	string	URL to company logo image
company_addresses	string	Company office locations
company_revenue	string	Company annual revenue range
company_description	string	About the company information
company_rating	number	Company rating score
employee_count	string	Number of employees at the company
review_count	integer	Number of company reviews

Output Overview:

Example Output:

{
  "processor": "https://apify.com/agentx/all-jobs-scraper",
  "processed_at": "2024-08-31T14:23:45.123Z",
  "platform": "Indeed",
  "platform_url": "https://indeed.com/viewjob?jk=abc123",
  "official_url": "https://company.com/careers/software-engineer",
  "title": "Senior Software Engineer - AI/ML",
  "posted_date": "2024-08-31T10:00:00.000Z",
  "location": "San Francisco, CA",
  "is_remote": true,
  "description": "## Role Overview\nWe're seeking a Senior Software Engineer...",
  "job_type": "Full-time",
  "job_level": "Senior",
  "job_function": "Engineering",
  "skills": "Python, Machine Learning, AWS, Docker",
  "experience_range": "5-8 years",
  "salary_period": "yearly",
  "salary_minimum": 150000,
  "salary_maximum": 220000,
  "salary_currency": "USD",
  "company_name": "TechCorp Inc",
  "company_industry": "Technology",
  "company_website": "https://techcorp.com",
  "company_logo": "https://logo.clearbit.com/techcorp.com",
  "company_rating": 4.5,
  "employee_count": "1000-5000",
  "review_count": 1250
}

Export Formats

• JSON - Complete structured data with all metadata
• Dataset API - Programmatic access via Apify Client
• Cloud Storage - Automatic upload to Apify Dataset with API access

💰 Pricing

Pay-per-Result Model

Event Type	Price	Description
Jobs	$2.85 per 1,000	Jobs extracted with complete metadata (salary, company, location, etc.) from major job platforms (Indeed, LinkedIn, Glassdoor & ZipRecruiter)
Platform Fee	$0.00001	Usage fee for running this Actor on the Apify platform

Competitive Price Comparison

Feature	Our Tool	LinkedIn Only	Indeed Only	Glassdoor Only	Savings
Job Extraction	$2.85/1K	$4.42-5.00/1K	$5.00/1K	$4.00/1K	29-43% less
Platform Coverage	4 Sites	1 Site	1 Site	1 Site	4x More
Data Completeness	40+ Fields	8-15 Fields	10-18 Fields	12-20 Fields	2x More
Global Coverage	70+ Countries	Limited	Limited	Limited	Unlimited

Cost Examples

Scenario	Jobs	Our Cost	Single Platform	Multi-Tool Cost	You Save
Small analysis	2,500	$7.13	$11.05-12.50	$44.20-50.00	84-86%
Medium research	10,000	$28.50	$44.20-50.00	$176.80-200.00	83-86%
Enterprise extraction	50,000	$142.50	$221.00-250.00	$884.00-1000.00	83-85%

ROI Calculator

Recruitment Research: Extract 25K tech jobs (~$71.25) → Alternative: 3 weeks manual research ($6,000+ labor cost) → Savings: 98%+ cost reduction + instant comprehensive data

Market Intelligence: Extract 100K jobs across 4 platforms (~$285) → Alternative: Individual platform subscriptions ($500-2000/month) → Savings: 86-94% cost reduction + unified data format

🔧 Advanced Configuration

Data Quality Features

• Complete Metadata - Salary ranges, company ratings, remote work details, job descriptions, skills, experience requirements
• Company Intelligence - Logo URLs, employee counts, revenue data, industry classification
• Smart Processing - Automatic data validation, duplicate detection, format standardization
• Global Support - Multi-currency handling, timezone normalization, country-specific platforms

🔌 Job Scraping API Integration & SDK Examples

Python Job Data Extraction SDK

from apify_client import ApifyClient

client = ApifyClient("your_api_token")

# Run the Actor
run = client.actor("agentx/all-jobs-scraper").call(
    run_input={
        "search_terms": "Product Manager",
        "country": "United States",
        "location": "New York, NY",
        "posted_since": "3 days"
    }
)

# Get results
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"Job at {item['company_name']}: {item['title']}")
    print(f"Salary: ${item['salary_minimum']}-${item['salary_maximum']} {item['salary_currency']}")
    print(f"Remote: {item['is_remote']}, Platform: {item['platform']}")
    print("---")

JavaScript Job Scraping API

import { ApifyApi } from "apify-client";

const client = new ApifyApi({
  token: "your_api_token",
});

const run = await client.actor("agentx/all-jobs-scraper").call({
  search_terms: "Data Scientist",
  country: "Germany",
  location: "Berlin",
  posted_since: "1 week",
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(`Extracted ${items.length} jobs from 4 platforms`);

// Filter high-paying remote jobs
const remoteJobs = items.filter(
  (job) => job.is_remote && job.salary_minimum > 80000
);
console.log(`Found ${remoteJobs.length} high-paying remote positions`);

📈 Performance & Job Data Processing Capabilities

• High-Speed Data Extraction - Process 500-1,000 job listings per minute across 4 platforms simultaneously
• Concurrent API Processing - Intelligent proxy rotation and rate limiting for optimal performance
• Global Job Market Reach - 70+ countries with platform-specific optimizations
• Enterprise Data Processing - Handle 50K+ job listings with memory-efficient processing
• Multiple data formats - JSON export with structured schemas
• Error recovery - Smart retry mechanisms and platform failover
• Real-time monitoring - Live progress tracking and extraction statistics

🔍 Troubleshooting

Common Issues

"No jobs found" Error

• Verify search terms are relevant for the selected country/location
• Try broader search terms or different location settings
• Check if the country supports all 4 platforms (some regions have 2-3 platforms)

Incomplete Salary Data

• Salary information depends on platform policies and job posting quality
• Some companies don't publish salary ranges - this is normal behavior
• Different countries have varying salary disclosure requirements

Platform-Specific Failures

• Individual platform timeouts don't affect other platforms
• The tool continues extraction from available platforms
• Check platform availability in your target country

🌟 Why Choose Our Job Data Extraction API?

Competitive Advantages for Job Market Intelligence

• Unified Multi-Platform Intelligence - Comprehensive job market insights from 4 major platforms in single API call
• Cost-Effective API Pricing - Pay-per-extraction model, no monthly subscriptions or setup fees
• Developer-First Design - Clean JSON API responses, comprehensive 40+ field schema, full REST API access
• Enterprise-Ready Infrastructure - Process 50K+ job listings with concurrent processing and intelligent error handling
• Continuously Updated API - Regular maintenance ensuring platform compatibility and new feature releases

Client Success Stories & ROI Impact

"Leveraged job market data to build predictive hiring models for our Fortune 500 clients. Reduced their time-to-hire by 75% and improved candidate quality scores by 40%. Our data-driven recruitment strategies now generate $3M+ annual revenue." — HR Analytics Consultancy CEO

"Integrated comprehensive salary benchmarking data into our platform. Helped 50+ companies optimize compensation strategies, resulting in 28% reduction in turnover and $2.8M cost savings for clients. Job market intelligence became our competitive advantage." — Workforce Intelligence Startup

"Analyzed 200K+ tech job postings to identify emerging skill demands. Launched 12 new training programs based on market insights, achieving 85% job placement rate and $15M revenue growth in 18 months." — EdTech Company Founder

"Built automated competitor hiring analysis using multi-platform job data. Identified talent acquisition trends 6 months early, enabling proactive recruitment strategies that reduced hiring costs by 35% across our global offices." — Global Technology Corporation

"Used comprehensive employment data for Series B funding pitch. Job market analysis validated our $50M TAM assumptions and geographic expansion strategy, securing $25M investment round." — Career Intelligence Platform

"Processed 500K+ job listings monthly for our recruitment marketplace. Real-time salary insights and skills mapping increased placement success rate to 94%, generating $8M ARR with 40% year-over-year growth." — Talent Acquisition Technology

Comparison with Alternatives

Feature	This Actor	Manual Collection	Single Platform Tools
Setup Time	⚡ 30 seconds	🐌 Weeks of development	🔧 Hours per platform
Data Quality	🎯 40+ unified fields	📝 Inconsistent format	🧩 Platform-specific
Coverage	🚀 4 platforms	👨‍💻 Limited by manual work	⚠️ Single platform only
Cost	💰 $2.85/1K jobs	💸 Developer time $$$	🔒 Multiple subscriptions
Maintenance	✅ Zero maintenance	🔧 Constant API updates	📅 Platform-specific fixes

📚 Other Actors

• All Jobs Scraper - LinkedIn, Indeed, Glassdoor & More
• Telegram Extractor - Messages & Media Extractor
• Telegram Phone Profile Finder - Extract Detailed User & Channel Intelligence
• Telegram Group Members - Extract Hidden Users & Historical Data
• Video Transcript - Speech to Text with Auto Translation
• Video Scraper - AI Video API for Developers & MCP

🏆 Certifications & Trust

• ✅ Enterprise Ready - Used by Fortune 500 companies and recruitment agencies
• ✅ GDPR Compliant - EU data protection standards and privacy regulations
• ✅ High Availability - 99.9% uptime with reliable cloud infrastructure
• ✅ Regular Updates - Continuous maintenance for platform changes

🏷️ Tags

job-scraper multi-platform-jobs indeed-scraper linkedin-scraper glassdoor-scraper ziprecruiter-scraper salary-data recruitment-intelligence job-market-analysis hr-analytics talent-acquisition job-search-api employment-data career-research compensation-analysis remote-jobs job-listings hiring-trends workforce-intelligence business-intelligence market-research json-export enterprise-ready global-coverage

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