🚀 LinkedIn Profile Scraper Extract complete LinkedIn profile data without risking your account. Get work experience, education, skills, certifications, location data and more. Live extraction, enterprise speed, affordable pricing. --- ## ✨ Features ### 👤 Complete Profile Extraction Extract comprehensive professional data from any public LinkedIn profile: - Personal Information: Full name, headline, summary, location, profile picture, URN identifiers - Work Experience: Complete job history with company details, positions, descriptions, durations, skills used - Education: Degrees, schools, fields of study, date ranges, duration details - Skills & Certifications: Professional skills list and verified certifications with license numbers - Social Metrics: Premium status, verified badge, creator/influencer flags, profile update timestamps - Languages: Language proficiency levels (Native, Professional, Limited Working, etc.) - Company Data: Current employer details including company URN, LinkedIn URL, and basic info - Profile Metadata: Join date, open-to-work status, entity URNs, and last update information ### 🔥 Why Choose This Scraper? ✅ No LinkedIn Account Required - Zero cookies, zero login, zero risk to your personal account ✅ Affordable Pricing - Cost-effective solution for mass profile extraction ✅ Live Real-Time Data - Fresh information pulled directly from active profiles ✅ 99%+ Success Rate - Enterprise-grade reliability with automatic error handling ✅ Lightning Fast - High-speed concurrent processing for bulk operations ✅ Structured JSON Output - Clean, organized data ready for immediate use --- ## 🛠️ How It Works ### 1️⃣ Input Provide LinkedIn profile URLs in an array: json { "urls": [ "https://www.linkedin.com/in/sample-profile" ] } ### 2️⃣ Run the Scraper Start the actor to extract rich profile data in real time. Results will be available in Apify's Dataset tab within seconds. ### 3️⃣ Get Results Receive comprehensive structured data in JSON format, ready to use in your applications, CRM, or databases. --- ## 📥 Input Example json { "urls": [ "https://www.linkedin.com/in/john-smith-sample", "https://www.linkedin.com/in/another-profile" ] } --- ## 📤 Output Example json { "objectUrn": 123456789, "locationName": "San Francisco, California, United States", "firstName": "John", "lastName": "Smith", "headline": "Senior Software Engineer | Tech Innovation | Building scalable solutions", "url": "https://www.linkedin.com/in/john-smith-sample", "publicIdentifier": "john-smith-sample", "summary": "Experienced software engineer passionate about building innovative products...", "picture": "https://media.licdn.com/dms/image/profile-photo.jpg", "entityUrn": "ACoAABxxxxxBxE_sample", "openToWork": false, "premium": true, "verified": true, "creator": false, "influencer": false, "contactInfoUpdated": "Updated 3 months ago", "joinedDate": "January 2015", "profilePhotoUpdated": "Updated 6 months ago", "certifications": [ { "startYear": 2022, "startMonth": 6, "durationMonth": 0, "durationYear": 3, "name": "AWS Certified Solutions Architect", "authority": "Amazon Web Services", "setLicenseNumber": "AWS-SA-12345" }, { "startYear": 2020, "startMonth": 3, "endYear": 2025, "endMonth": 3, "durationMonth": 1, "durationYear": 5, "name": "Google Cloud Professional", "authority": "Google Cloud", "url": "https://cloud.google.com/certification", "setLicenseNumber": "GCP-12345" } ], "educations": [ { "startYear": 2010, "startMonth": 9, "endYear": 2014, "endMonth": 6, "durationMonth": 10, "durationYear": 3, "degreeName": "Bachelor of Science", "fieldOfStudy": "Computer Science", "schoolName": "Stanford University" }, { "startYear": 2014, "startMonth": 9, "endYear": 2016, "endMonth": 6, "durationMonth": 10, "durationYear": 1, "degreeName": "Master of Science", "fieldOfStudy": "Artificial Intelligence", "schoolName": "Massachusetts Institute of Technology" } ], "positions": [ { "startYear": 2023, "startMonth": 1, "durationMonth": 11, "durationYear": 2, "companyName": "Tech Solutions Inc", "companyUrn": 987654, "companyUrl": "https://www.linkedin.com/company/987654", "title": "Senior Software Engineer", "description": "- Leading development of cloud-based solutions\n- Mentoring junior developers\n- Architecture design and implementation", "locationName": "San Francisco, CA", "skills": "Skills: Python · JavaScript · AWS · Docker · Kubernetes", "current": true }, { "startYear": 2020, "startMonth": 3, "endYear": 2023, "endMonth": 1, "durationMonth": 11, "durationYear": 2, "companyName": "Tech Solutions Inc", "companyUrn": 987654, "companyUrl": "https://www.linkedin.com/company/987654", "title": "Software Engineer", "description": "- Developed microservices architecture\n- Implemented CI/CD pipelines\n- Collaborated with cross-functional teams", "skills": "Skills: Node.js · React · MongoDB · Git", "current": false }, { "startYear": 2016, "startMonth": 7, "endYear": 2020, "endMonth": 2, "durationMonth": 8, "durationYear": 3, "companyName": "StartupXYZ", "companyUrn": 123789, "companyUrl": "https://www.linkedin.com/company/123789", "title": "Full Stack Developer", "description": "- Built web applications from scratch\n- Managed database design and optimization\n- Participated in agile development process", "skills": "Skills: Ruby on Rails · PostgreSQL · Redis · HTML/CSS", "current": false } ], "skills": [ { "skillName": "Python" }, { "skillName": "JavaScript" }, { "skillName": "AWS" }, { "skillName": "Docker" }, { "skillName": "Kubernetes" }, { "skillName": "Node.js" }, { "skillName": "React" }, { "skillName": "MongoDB" }, { "skillName": "System Design" }, { "skillName": "Microservices" } ], "languages": [ { "name": "English", "level": "NATIVE_OR_BILINGUAL" }, { "name": "Spanish", "level": "PROFESSIONAL_WORKING" }, { "name": "French", "level": "LIMITED_WORKING" } ] } --- ## 📊 Output Data Structure The scraper returns comprehensive profile data including: * Personal Info: Name, headline, location, summary, profile URLs, URN identifiers * Professional Info: Current company, complete experience history with descriptions and skills, education details * Social Metrics: Premium status, verified badge, creator/influencer status, profile update timestamps * Certifications: Certificates with authority, license numbers, URLs, and validity periods * Languages: Language proficiency levels (Native, Professional, Limited Working, Elementary) * Skills: Comprehensive list of professional skills * Media: Profile pictures and company URLs * Metadata: Join date, open-to-work status, entity URNs, contact info update dates --- ## 💡 Use Cases ### 🔎 Lead Generation & Sales - Find decision-makers and key contacts for B2B outreach - Build targeted prospect lists with verified professional data - Enrich CRM data with up-to-date LinkedIn information ### 🤝 Recruitment & Talent Sourcing - Source candidates with specific skills and experience - Build talent pools for future hiring needs - Research professional backgrounds before interviews ### 📊 Market Research & Competitive Analysis - Analyze industry trends and professional patterns - Research competitors' team structures and key personnel - Track workforce movements and hiring trends ### 🌐 Professional Networking - Identify potential business partners and collaborators - Map industry connections and relationships - Build contact databases for networking events --- Categories: Developer tools | Lead generation | Social media