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URL: https://apify.com/mpg_agents/linkedin-profile-scraper

⇱ Mass Linkedin Profile Scraper (No Cookies) · Apify

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Mass Linkedin Profile Scraper (No Cookies)

Under maintenance

Pricing

from $0.00005 / actor start

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Mass Linkedin Profile Scraper (No Cookies)

Under maintenance

Mass-scrape public LinkedIn profiles without login. Extracts name, headline, experience, education, skills, certifications, languages, recommendations, and recent posts.

Pricing

from $0.00005 / actor start

Rating

0.0

(0)

Developer

👁 MPG Agents

MPG Agents

Maintained by Community

Actor stats

0

Bookmarked

67

Total users

11

Monthly active users

2 months ago

Last modified

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LinkedIn Profile Scraper

An Apify actor that scrapes public LinkedIn profiles without login. Extracts all publicly visible data including name, headline, experience, education, skills, certifications, languages, recommendations, and recent posts.

Input

FieldTypeDefaultDescription
profileUrlsarrayrequiredLinkedIn profile URLs to scrape
maxConcurrencyinteger3Max parallel browser pages
minDelayMsinteger3000Min random delay between requests (ms)
maxDelayMsinteger7000Max random delay between requests (ms)
proxyConfigurationobject—Apify proxy config (residential recommended)

Example Input

{
"profileUrls":[
{"url":"https://www.linkedin.com/in/williamhgates"},
{"url":"https://www.linkedin.com/in/satyanadella"}
],
"maxConcurrency":3,
"proxyConfiguration":{
"useApifyProxy":true,
"apifyProxyGroups":["RESIDENTIAL"]
}
}

Output

Each profile produces one dataset row with fields:

  • profileUrl, name, headline, location, profilePicUrl
  • connectionsCount, followerCount, about
  • experience (array), education (array), skills (array)
  • certifications (array), languages (array)
  • recommendations (array), recentPosts (array)
  • scrapedAt (ISO timestamp)

Running Locally

npminstall
echo'{ "profileUrls": [{ "url": "https://www.linkedin.com/in/williamhgates" }] }'> storage/key_value_stores/default/INPUT.json
npm start

Notes

  • Only scrapes publicly visible data — no login required
  • Profiles with strict privacy settings may yield partial data
  • Use residential proxies for best results on Apify platform
  • Keep concurrency low (2-5) to avoid LinkedIn rate limiting

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