This is result of browser fingerprinting.

My guess, Linkedin is used for years as source of valuable information for phishing/spear-phishing.

Maybe their motive is really spying. But more important for them is to fight against people botting Linkedin.

Imho, browser fingerprinting should be banned and EU should require browser companies to actively fight against it, not to help them (Fu Google)