Organized labor has announced a significant victory in its push into digital media with the completion of a drive to unionize hundreds of writers and production staff working on video and television content at Vice Media.

The Writers Guild of America, East and the Motion Picture Editors Guild said Thursday that they believe they will represent around 430 Vice staffers and freelance employees working on video and television programming. The Screen Actors Guild-American Federation of Television and Radio Artists is continuing...