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LinkedIn profiles

  • Closing in on 400 million LinkedIn profiles
  • More than 12 million company profiles
  • Refreshing our linkedin database every month
  • Available in JSON format, highly accessible
  • Scraping.services is not affiliated with LinkedIn in any way

Scraping LinkedIn

We monitor the public job information of the whole world.

When Microsoft acquired LinkedIn in June 2016 for 26.2 billion USD they quickly closed their doors against scraping profiles.
During 2017 LinkedIn became possibly the most difficult website to scrape data from and the situation has not changed.

Starting with December 2017 we added LinkedIn data to our range of professional services


Legal: It is not just important for us, it's also important for you! We are a legal service, we do not collect 'private' or 'sensitive' personal data, we do not use illegal methods to access data (no accounts involved) and if we detect a user deleted his public profile we will remove him from our dataset as well.

Scope and accuracy of our LinkedIn database

We keep track of more than 375 million LinkedIn profiles, a number that is growing by millions every month.

We refresh our entire LinkedIn dataset at least once per quarter, the large majority of profiles are always updated within 2 months, US and CA once per month.

We estimate to have around 94% of all active LinkedIn profiles in the most important countries.

Order LinkedIn profiles sample
100.- USD
By ordering you agree to our TOS

A LinkedIn sample contains 10,000 user profiles fresh exported in full extended detail.

After payment please contact our support and specify which country or state to use.

Use cases

Our data is the foundation of some of the largest b2b marketing and talent acquisition firms and innovative startups.

But also various research studies from Harvard, Stanford and NYU are powered by our datasets.

Our LinkedIn database is sold for internal use, educational research, statistics or to spice your project with exclusive data.

Regular refreshes

Once an initial dataset was acquired we offer full automated refreshes from weekly to quarterly through a monthly subscription.

This allows to keep your data up to date.

LinkedIn user profile details

We currently provide four levels of detail during export.

Not every profile has every field available

BASIC

Basic details are typically refreshed every 1-2 months, these are used to monitor a persons job,company and location changes. Every exported profile contains basic data.

  • Name: First name, Middle name, Last name
  • Number of connections
  • Number of previous jobs
  • Geo-location: normalized country, state and city
  • Industry
  • Job title
  • Company name
  • Titles [PhD, Ing, Dr, etc.]
  • LinkedIn profile URL
  • Season: the start date of the month this profile was refreshed

EXTENDED

Extended details are an early 2017 snapshot of additional fields, roughly 305 million profiles are enhanced with these extended fields:

  • Job history: Company names, Job titles, Company Linkedin URLs, Job user descriptions, Start dates, End dates
  • Education: Academic titles, Universities, Start dates, End dates
  • Volunteering: Volunteered organizations, Job titles, Causes, Organization Linkedin URLs, Start dates, End dates
  • Skills: A list of skills and abilities
  • Interests and hobbies
  • Patents: Registered patents including Patent IDs, Titles, URLs
  • Publications: Authors, Publishers, Summaries, Titles, Websites
  • Certifications: Certification authorities, License names, Titles, Start dates, End dates
  • Recommendations: The public recommendations preview
  • Related profiles: The part 'also_viewed' from LinkedIn with related LinkedIn URLs
  • Websites: Websites and titles the user has added
  • Languages: The languages the user is speaking

EXTENDED JOB HISTORY

Extended job history is an additional complex field of our monitored job changes,company name and job title, for each quarter since January 2018. (Q4/2018: 600 million historic snapshots)

Since August 2018 we increased the resolution from quarterly to monthly

  • Date
  • Job title
  • Company name

COMPANY MATCHING

Company matching enables the active search for extended company data during export. If the company name is found within our database of 12 million company profiles a range of extended company fields are included.

  • Company LinkedIn URL
  • Summary text
  • Industry
  • Headquarter address
  • Website URL
  • Size: min and max size
  • Founded year

Sale conditions

Our business is B2B oriented, licensed data is intended to be used for internal purposes and only forwarded to 3rd parties in highly filtered fashion. LinkedIn data must not be published in public or sold/forwarded to other entities without our written permission for each purpose. Data must be safeguarded with high care and stored in a secure manner to prevent unwanted access. By ordering you also agree to our terms of service.

Customized services

We are specialists with more than 10 years of experience in software development and data scraping. We can provide LinkedIn data as your reliable data supplier but we are also able to develop customized search engines, frontend and backend tools or any other customized solution based on your requirements. Of course our professional customer service is available before as well as after purchases.

contact our helpdesk

Linkedin user profile example

User profiles are exported in machine readable JSON objects, separated by newlines. This format can be parsed and imported into your database or used directly with a few single lines of source code.

The below example is human readable JSON.