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โ‡ฑ LinkedIn Profile Scraper (No Cookies) ยท Apify


๐Ÿ‘ LinkedIn Profile Scraper (No Cookies) avatar

LinkedIn Profile Scraper (No Cookies)

Pricing

$5.00 / 1,000 linkedin profile scrapers

Go to Apify Store

LinkedIn Profile Scraper (No Cookies)

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

Pricing

$5.00 / 1,000 linkedin profile scrapers

Rating

0.0

(0)

Developer

๐Ÿ‘ Tools Email

Tools Email

Maintained by Community

Actor stats

0

Bookmarked

8

Total users

6

Monthly active users

16 days ago

Last modified

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๐Ÿง  LinkedIn profile scraper

Extract complete LinkedIn profile-level data from profile URLs including work experience, education, skills, recommendations, languages, and additional metadata. Designed for deep enrichment, recruiting intelligence, research, and advanced outreach workflows.

No login cookies required.


๐Ÿ“Œ Data Fields Included

FieldDescription
publicIdentifierPublic LinkedIn profile username (profile slug)
linkedInIdentifierInternal LinkedIn profile identifier
memberIdentifierUnique LinkedIn member ID
linkedInUrlDirect LinkedIn profile URL
firstNameMember first name
lastNameMember last name
headlineProfile headline
summaryAbout section description
locationProfile location
followerCountTotal number of followers
premiumIndicates if the member has LinkedIn Premium
is_open_profileCan receive messages without connection
is_creatorCreator mode enabled status
is_influencerInfluencer badge status
is_selfIndicates whether profile belongs to logged-in user
is_relationshipRelationship indicator between viewer and member
websitesWebsites listed on the profile
connections_countTotal number of connections
birthdateBirthdate (if available)
positionsFull work experience history including company, title, duration, and description
schoolsEducation history including institutes, degrees, and fields of study
skillsSkills listed on the profile with endorsements where available
languagesLanguages listed on the profile
recommendationsRecommendations received or given on the profile
volunteering_experienceVolunteer work and associated organizations
photoUrlProfile image URL
backgroundUrlCover image URL
request_typeType of extraction request processed

๐Ÿ“Š Sample Output

{
"publicIdentifier":"salman-ha***d-638****198",
"linkedInIdentifier":"ACoAAC5u7Aw*****z1lWSxgaqWCG1uV3cRARQ",
"memberIdentifier":"779021324",
"linkedInUrl":"https://www.linkedin.com/in/salman-h****d-638****98",
"firstName":"Salman",
"lastName":"H****d",
"headline":"Founder/CEO of Kainaat Studios, and Professor of Integrated Science & Humanities, Hampshire College, Massachusetts",
"summary":"Salman H****d is the founder and CEO of the non-profit Kainaat Studios, that creates topical astronomy videos in Urdu for audiences in Pakistan (and broader South Asia). He is also Charles Taylor Chair and Professor of Integrated Science & Humanities at Hampshire College, Amherst, Massachusetts. He holds a Ph.D. in astronomy and is a member of the Five College Astronomy Department (FCAD), but his research is inter-disciplinary and it focuses on analyzing how science interacts with society. Science communication is still his primary focus: Salman has a YouTube Channel (Kainaat Astronomy) for Urdu videos and a weekly astronomy segment in English for a radio station (WRSI FM93.9) in Western Massachusetts. His writings have appeared in Dawn Magazine, Express Tribune, Science Magazine, NPR, and the Guardian.",
"location":"Amherst, Massachusetts, United States",
"followerCount":"1606",
"premium":"FALSE",
"is_open_profile":"FALSE",
"is_creator":"FALSE",
"is_influencer":"FALSE",
"is_self":"FALSE",
"is_relationship":"FALSE",
"websites":"[\"https://www.kainaatstudios.com/salman-hameed\",\"https://www.youtube.com/KainaatAstronomyInUrdu\"]",
"connections_count":"1440",
"birthdate":"",
"positions":"{\"positionsCount\": 3, \"positionHistory\": [{\"end\": null, \"start\": \"7/1/2005\", \"skills\": [], \"status\": \"Full-time\", \"company\": \"Hampshire College\", \"position\": \"Charles Taylor Chair and Professor of Integrated Science & Humanities\", \"company_id\": \"21340\", \"company_picture_url\": \"https://media.licdn.com/dms/image/v2/C4D0BAQFbLrZ0GjCa8Q/company-logo_200_200/company-logo_200_200/0/1631313355679?e=1780531200&v=beta&t=z9qIhdDdYfAogF7-bA7zMXfFhGy24nQu_O9O-ND37X4\", \"company_linkedin_url\": \"http://www.linkedin.com/school/hampshire-college\"}, {\"end\": null, \"start\": \"1/1/2019\", \"skills\": [], \"status\": \"Self-employed\", \"company\": \"Kainaat Studios\", \"location\": \"United States\", \"position\": \"President and CEO\", \"company_id\": \"72754179\", \"company_picture_url\": \"https://media.licdn.com/dms/image/v2/D4D0BAQHQwjPpkMadAw/company-logo_200_200/B4DZpBB8w3IkAI-/0/1762027622118/kainaat_logo?e=1780531200&v=beta&t=9V602KmM-PaCVwY7qvFjaKHCotbZdOGklky5LvFwVDw\", \"company_linkedin_url\": \"http://www.linkedin.com/company/kainaat\"}, {\"end\": null, \"start\": \"4/1/2019\", \"skills\": [], \"status\": \"Self-employed\", \"company\": \"Amherst Cinema Arts Center\", \"location\": \"United States\", \"position\": \"Board Of Directors\", \"company_id\": \"4026193\", \"company_picture_url\": \"https://media.licdn.com/dms/image/v2/C4D0BAQG4RE69Qa-Bfg/company-logo_200_200/company-logo_200_200/0/1630527737296/amherst_cinema_logo?e=1780531200&v=beta&t=ZkF_1z-pJJOjsIgXiCMZ1kYP1JnN0d3Bva4mnro9Dgc\", \"company_linkedin_url\": \"http://www.linkedin.com/company/amherst-cinema\"}]}",
"schools":"{\"educationsCount\": 2, \"educationHistory\": [{\"end\": \"1/1/2001\", \"start\": \"1/1/1994\", \"degree\": \"Doctor of Philosophy - PhD, Astronomy\", \"school\": \"New Mexico State University\", \"school_id\": \"10188\", \"school_picture_url\": \"https://media.licdn.com/dms/image/v2/C4E0BAQGrCLDBTVSazw/company-logo_200_200/company-logo_200_200/0/1630620059876/new_mexico_state_university_logo?e=1780531200&v=beta&t=P6t0oSQxMHxI87C1eQ_Ib9YMtDA8ZPUo26mc5H6CuoQ\"}, {\"end\": \"1/1/1993\", \"start\": \"1/1/1989\", \"degree\": \"Bachelor of Science - BS, Physics and Astronomy\", \"school\": \"Stony Brook University\", \"school_id\": \"7201\", \"school_picture_url\": \"https://media.licdn.com/dms/image/v2/C4E0BAQHOeNb0KmKXYQ/company-logo_200_200/company-logo_200_200/0/1630647027307/stony_brook_university_logo?e=1780531200&v=beta&t=bCxt2h0qrNyv-2Chn2BCsGoYu8uHMYiOupRm4D4QvkQ\"}]}",
"skills":"{\"Skills\": []}",
"languages":"{\"Languages\": []}",
"recommendations":"",
"volunteering_experience":"{\"recommendationsCount\": 0, \"recommendationHistory\": []}",
"photoUrl":"https://media.licdn.com/dms/image/v2/C4D03AQEmEDnuXjO3Rw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1574796321477?e=1780531200&v=beta&t=QcVjTqICS9u-JKEQMmQWzf5Rjqoad-F_1u5zPHFi8PY",
"backgroundUrl":"",
"request_type":"Social Enrichment"
}

๐Ÿ’ฐ Pricing

LinkedIn Profile Complete Export is available on a pay-per-result basis:

On the free Apify plan, the platform caps at 50 leads one time

$5.00 per 1,000 profiles โ†’ just $0.005 per profile


๐Ÿ“ฆ Estimated Delivery Time

VolumeDelivery Time
1k โ€“ 50k profileswithin 3 hours
50k โ€“ 100k profiles3 โ€“ 6 hours
100k โ€“ 500k profileswithin 12 hours

๐Ÿ—‚๏ธ How to Use

  1. Create a free Apify account
  2. Provide LinkedIn profile URLs as input
  3. Run the actor
  4. Download structured JSON, CSV, or Excel output

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