Currently, it is impossible to download any videos from LinkedIn. Although the platform is trying to adapt to current trends on other social media platforms like Instagram and Facebook, it is still impossible to do anything with LinkedIn videos apart from commenting, liking, and reposting them.
Source: BookMark
The most important features to remember are that the videos must have subtitles, a thumbnail, and a length of 1 to 2 minutes.