💼 LinkedIn Jobs & Company Scraper (B2B Talent & Leads)

Fast, reliable, and stealth LinkedIn job postings and corporate intelligence scraper. Extract job titles, hiring company names, company LinkedIn profile URLs, advertised salaries, locations, posting dates, Easy Apply badges, and canonical URLs without requiring LinkedIn login credentials or API keys.

Scraper rápido, confiable y sigiloso para LinkedIn. Extrae vacantes laborales, empresas contratantes, perfiles de empresas, salarios anunciados, ubicaciones, fechas de publicación y enlaces canónicos limpios sin necesidad de iniciar sesión ni credenciales de LinkedIn.

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✨ Key Features / Características Principales

Feature / Característica	Description / Descripción
🛡️ No Login Required & Anti-Bot Stealth	Runs completely without LinkedIn account credentials, using Camoufox C++ fingerprint spoofing to bypass bot detection.
🔍 Advanced Keyword & Skills Search	Search by any job title, tech stack, or skill (e.g. Python Developer, Machine Learning, Account Executive).
📍 Global & Remote Targeting	Target specific countries, metropolitan regions, or filter strictly for Remote opportunities (remote_only).
💰 Salary & Compensation Data	Captures advertised salary ranges and annual/hourly compensation figures.
🏢 Company Profile Intelligence	Gathers hiring organization names, direct company LinkedIn URLs, and company logos.
⏱️ Recency & Seniority Filters	Filter by posting date (past_24h, past_week, past_month) and experience levels (entry_level, mid_senior, director, executive).
🔗 Canonical Clean URLs	Produces clean https://www.linkedin.com/jobs/view/{id}/ URLs stripped of invasive session tracking parameters.

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📥 Input Configuration / Configuración de Entrada

Example 1: Search by Role & Location (Remote Tech Jobs)

{
  "keywords": "Senior Python Engineer",
  "location": "United States",
  "remote_only": true,
  "date_posted": "past_week",
  "max_items": 50
}

Example 2: Executive & Director Level Recruitment

{
  "keywords": "VP of Sales",
  "location": "London, UK",
  "experience_level": "director",
  "max_items": 40
}

Example 3: Direct LinkedIn Job Search URLs

{
  "start_urls": [
    { "url": "https://www.linkedin.com/jobs/search?keywords=AI+Researcher&location=Worldwide" }
  ],
  "max_items": 60
}

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📤 Output Dataset Format / Formato del Dataset de Salida

Every scraped job listing returns clean, tabular-ready JSON:

{
  "job_id": "3911223344",
  "title": "Senior Backend Developer (Python / FastAPI)",
  "company_name": "OpenAI",
  "location": "San Francisco, CA (Remote)",
  "salary_formatted": "$180,000 - $240,000/yr",
  "employment_type": "Full-time",
  "seniority_level": "Mid-Senior level",
  "posted_date": "3 days ago",
  "applicants": "Over 150 applicants",
  "company_url": "https://www.linkedin.com/company/openai/",
  "easy_apply": true,
  "url": "https://www.linkedin.com/jobs/view/3911223344/",
  "company_logo": "https://media.licdn.com/dms/image/v2/company-logo.jpg",
  "scraped_at": "2026-09-24T16:57:00+00:00"
}

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💼 High-Converting Commercial Use Cases

1. Recruitment & Staffing Agencies:
   • Continuously track hiring sprees across specific companies and industries to pitch candidate placement services.
2. B2B Sales & Account-Based Marketing (ABM):
   • Identify companies hiring in specific departments (e.g. hiring new Salesforce admins means they are implementing CRM tools).
3. Salary Benchmarking & HR Intelligence:
   • Collect market compensation figures across roles and geographies to inform internal salary bands.
4. Competitor Strategy & Expansion Tracking:
   • Monitor job openings at rival companies to uncover upcoming product launches, tech stack migrations, and geographical expansion.

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🛡️ Proxy Recommendation

LinkedIn actively monitors unauthenticated search velocity. For reliable, production-grade scraping beyond 50 items, configure Apify Residential Proxy (proxy_configuration: { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }).