A very powerful, yet easy-to-use API to scrap LinkedIn public data in bulk for all businesses and individual profiles at scale. This scraper is actually part of a larger suite of solutions we call “iscraper.io.” The best thing about the API is that, it is 100% LinkedIn compliant – so you can leverage all the benefits and advantages of LinkedIn without violating their terms of service! This scraper is not connected to or endorsed by LinkedIn.
So what are the main advantages of using a LinkedIn public data API? For a start, the LinkedIn API allows you to get detailed information about people who are linked to you (i.e. people with whom you are linked to via groups or business groups). You can also get additional information such as their contact information, career information, and so much more! You can even search for people based on keywords.
Basically, you should be able to subcribe a pricing plan that suits your budget. After subscription read documents and select the kind of endpoints that you want to scrape. Also check the examples for easy scarping.