LinkedIn Jobs Scraper - Job Market Intelligence & Talent Analytics API

LinkedIn Jobs Scraper extracts structured LinkedIn job listings, salary fields, skill signals, company metadata, and location data across supported countries. It returns normalized job records for market analysis, salary benchmarking, workforce planning, ATS feeds, and recruiting intelligence. Tiered pay-per-event pricing is $0.01 per Actor start plus result pricing from $0.00280 on FREE to $0.00252 on GOLD, PLATINUM, and DIAMOND plans.

---

Why Choose This API

LinkedIn Job Intelligence Dataset for Hiring Analytics

💰 Salary Range Intelligence Extract salary_minimum, salary_maximum, salary_currency, and salary_period per job listing — enabling structured compensation benchmarking across 72 supported countries without manual salary research.

🎯 Job Level & Function Classification The job_level (Junior/Mid/Senior/Manager) and job_function fields enable workforce composition analysis and seniority distribution mapping across companies, industries, and markets.

🔑 Required Skills Extraction The skills field captures the technology stack, certifications, and competencies required per role — enabling skills demand analysis, market fit scoring, and hiring trend research at scale.

📅 Posting Date & Hiring Velocity The posted_since filter and posted_date field support time-windowed hiring velocity analysis — identify when companies rapidly scale specific teams as leading indicators of product launches, funding events, or market expansion.

🏢 Company Metadata When Available Records may include company_type, company_founded, company_industry, employee_count, company_revenue, and company_rating when LinkedIn or company profile data exposes those values.

🏠 Remote Work Intelligence Filter by remote_only and extract is_remote and work_from_home fields per listing — enabling distributed workforce research, remote talent pool mapping, and remote hiring trend analysis by market.

🌍 72-Country Coverage Target job listings across 72 supported countries from Argentina to Vietnam — broad LinkedIn market coverage for global job intelligence and multi-market workforce analytics.

---

Quick Start Guide

How to Extract LinkedIn Job Data in 3 Steps

Step 1: Define Your Search

Enter a job title, skill, or company name, select the target country, and configure optional filters for remote work, location, and date range.

Step 2: Configure and Run the Actor

Open Actor Input

Set your keyword, country, max results, and any filters, then click Start.

Step 3: Download Your Data

Export results as JSON or CSV, or access programmatically via the Apify dataset API. Records include structured job, salary, skills, company, location, and application fields when those values are available from the source.

---

Input Parameters

Configuration Fields

Parameter	Type	Required	Description	Example Values
keyword	string	✅	Job title, skill, or company name to search	"Product Manager", "Data Engineer", "React"
country	select	✅	Target market for job listing extraction	"Germany", "United States", "Singapore"
max_results	integer	✅	Maximum job records to extract (1–10,000)	100, 500, 1000
remote_only	checkbox	❌	Restrict results to remote positions	true, false
location	string	❌	City or region to focus results	"Berlin", "New York"
posted_since	datepicker	❌	Filter by posting recency	"1 week", "3 months"
currency	select	❌	Salary currency normalization	"USD", "EUR", "GBP"

Supported Countries: 72 supported countries exposed in the input schema, including United States, Germany, United Kingdom, France, Netherlands, Singapore, India, Australia, and Canada.

Example Input Configuration

{
  "keyword": "Senior Data Engineer",
  "country": "United States",
  "max_results": 500,
  "posted_since": "1 month",
  "remote_only": false
}

---

Output Data Schema

Structured Job Record Fields

Each extracted LinkedIn job record contains the following fields:

Open Actor Output

Core Job Fields

Field	Type	Description
processor	string	Apify actor URL that processed this record
processed_at	string	ISO 8601 timestamp (UTC) when scraped
platform	string	Platform label (LinkedIn)
platform_url	string	Job listing URL on LinkedIn
official_url	string	Direct URL to original job posting
title	string	Job title
posted_date	string	Date job was posted
location	string	Job location
is_remote	boolean	Remote work indicator
description	string	Full job description
job_type	string	Employment type
job_level	string	Seniority level
job_function	string	Job category/department
skills	string	Required skills and technologies
work_from_home	string	Remote/hybrid arrangement details
vacancy_count	integer	Number of open positions
experience_range	string	Required years of experience
salary_period	string	Pay frequency (yearly/monthly/hourly)
salary_minimum	number	Minimum salary
salary_maximum	number	Maximum salary
salary_currency	string	Salary currency code
easy_apply	boolean	LinkedIn Easy Apply indicator
company_name	string	Hiring company name
company_type	string	Company ownership type
company_founded	integer	Year founded
company_industry	string	Industry/sector
company_url	string	LinkedIn company profile URL
company_website	string	Official company website
company_logo	string	Company logo URL
company_addresses	string	Physical office address
company_revenue	string	Estimated annual revenue range
company_description	string	Company about section
company_rating	number	Overall company rating
employee_count	string	Approximate employee count
review_count	integer	Number of employee reviews
emails	array	Contact emails
phones	array	Contact phone numbers
social_links	object	Company social media URLs

Example JSON Output

{
  "processor": "https://apify.com/agentx/linkedin-jobs-scraper",
  "processed_at": "2026-05-01T10:30:00.000Z",
  "platform": "LinkedIn",
  "title": "Senior Software Engineer",
  "posted_date": "2026-04-28",
  "location": "San Francisco, CA",
  "is_remote": false,
  "job_type": "Full-time",
  "job_level": "Senior",
  "job_function": "Engineering",
  "skills": "Python, JavaScript, React, Node.js, AWS",
  "salary_minimum": 140000,
  "salary_maximum": 180000,
  "salary_currency": "USD",
  "salary_period": "yearly",
  "company_name": "Acme Corporation",
  "company_industry": "Software Development",
  "employee_count": "1000-5000"
}

Export Formats

• JSON - Structured data with available metadata
• CSV - Spreadsheet-compatible for ATS, BI, and analytics tools
• API Access - Programmatic access via Apify Client SDK
• Cloud Storage - Automatic upload to Apify Dataset

---

Run and Export

Run LinkedIn Jobs Scraper from the Apify console with your selected keyword, country, and optional filters. After the run finishes, open the default dataset to preview, filter, download, or connect the structured job results to your workflow.

---## Pricing & Cost Calculator

Tiered Pay-Per-Event Pricing

Event	Price
Actor Start	$0.01 per run
Tiered result pricing	$0.00280 FREE / $0.00252 GOLD+

Cost Examples

Volume	Estimated Cost
100 jobs	~$0.29
500 jobs	~$1.41
1,000 jobs	~$2.81
5,000 jobs	~$14.01
10,000 jobs	~$28.01

Start with a free Apify account — new accounts include free compute credits to test the actor at no cost.

---

Use Cases & Applications

Talent Market Intelligence

Competitor Hiring Velocity Analysis Search competitor company names as keywords with posted_since filters to detect rapid team expansion — surfacing hiring acceleration signals that indicate product launches, funding events, or market entry initiatives.

Global Salary Benchmarking Extract salary data across 72 supported countries for target roles to build geographic compensation benchmarks — normalizing salary_minimum, salary_maximum, and salary_currency across markets for total compensation planning.

Skills Demand Mapping Aggregate skills fields across thousands of job listings in a target function to identify the most in-demand technologies and certifications — feeding workforce planning, training investment, and product roadmap decisions.

Recruitment Analytics

Job Level Distribution Analysis Use job_level and job_function to analyze seniority distribution across companies or industries — identifying whether teams are scaling junior IC roles, building management layers, or seeking specialist expertise.

ATS Pipeline Enrichment Push structured LinkedIn job data into ATS or candidate matching platforms with salary, skill, company, and location fields when available.

Market Research

Industry Hiring Trend Analysis Filter by company_industry and posted_date to track which sectors are accelerating or decelerating hiring across global markets — building leading indicator datasets for economic research and market intelligence products.

Remote Work Policy Benchmarking Filter with remote_only and analyze work_from_home field distributions to measure remote work adoption rates by company size, industry, and geography across LinkedIn supported markets.

---

FAQ

How many countries does this actor cover?

72 supported countries including 72 countries exposed in the input schema, including major markets across North America, Europe, Asia-Pacific, Middle East, Latin America, and Africa.

Does this actor extract salary data for all jobs?

Salary data is extracted when posted on the LinkedIn listing. Not all employers disclose salary on LinkedIn. When available, salary_minimum, salary_maximum, salary_currency, and salary_period are all extracted.

Can I search by company name to track competitor hiring?

Yes. Enter a company name as the keyword to extract all open jobs for that company in the target country.

What does easy_apply mean?

true indicates the job can be applied to directly on LinkedIn without leaving the platform — a useful signal for filtering high-access job listings.

Can I combine this with LinkedIn Company Scraper?

Yes. Use LinkedIn Company Scraper to get company URLs from job listings and enrich with full firmographic profiles including office locations, featured employees, and recent updates.

---

SEO Keywords & Search Terms

Primary Keywords

LinkedIn job scraper API, LinkedIn job intelligence API, LinkedIn salary data extraction, LinkedIn jobs data pipeline, talent market analytics API, LinkedIn competitor hiring analysis, LinkedIn skills demand API, workforce analytics LinkedIn, job market intelligence API, LinkedIn recruitment data

Long-Tail Keywords

how to extract LinkedIn job listings programmatically, LinkedIn salary benchmark API, competitor hiring velocity analysis LinkedIn, skills demand mapping LinkedIn, remote work analysis LinkedIn API, LinkedIn job level distribution data, ATS enrichment LinkedIn job data, multi-country LinkedIn job intelligence, hiring trend analysis LinkedIn, talent intelligence pipeline LinkedIn

Industry Terms

LinkedIn job intelligence, talent market analytics, salary range extraction API, hiring velocity signals, skills demand data, workforce composition analysis, remote work intelligence, competitive hiring data, job market research API, ATS data enrichment

Use Case Keywords

LinkedIn data pipeline, talent analytics platform, job intelligence tool, salary benchmarking API, competitive hiring tracker, skills gap analysis LinkedIn, remote hiring trend analysis, job market research tool, workforce planning intelligence, ATS enrichment pipeline

---

Trust & Certifications

• ✅ Production-Grade Infrastructure — runs on the Apify cloud platform with managed cloud execution and resilient processing
• ✅ GDPR & CCPA Aligned — extracts only publicly available LinkedIn job postings; no personal candidate data inferred or retained beyond the run session
• Tiered Pay-Per-Event Billing — Tiered pay-per-event pricing: $0.01 per Actor start plus result pricing from $0.00280 on FREE to $0.00252 on GOLD, PLATINUM, and DIAMOND plans.
• ✅ Continuously Maintained — schema and selector updates released as LinkedIn evolves

---

Legal & Compliance

Data Rights & Usage

All data extracted by this actor originates from publicly available LinkedIn job listings. Users are responsible for ensuring their use of extracted data complies with applicable laws and LinkedIn's terms of service.

Privacy Compliance

• GDPR: Compliant with EU General Data Protection Regulation. Only publicly available job listing data is extracted.
• CCPA: Compliant with California Consumer Privacy Act requirements.

Platform Terms of Service

Users must review and comply with LinkedIn's terms of service when using extracted data.

Enterprise Support

For enterprise licensing, custom integrations, or compliance inquiries:

• Telegram: @AiAgentApi

---

Related Tools

• All Jobs Scraper - Multi-platform job listings dataset
• Indeed Jobs Scraper - Indeed job listings across supported markets
• Glassdoor Jobs Scraper - Glassdoor jobs, salary fields, and employer signals
• LinkedIn Company Lookup - LinkedIn company profile lookup

Support & Community

• 👥 Community: @Apify_Actor
• 👤 Contact Team: @AiAgentApi

---

Last Updated: May 01, 2026