It is the first time since 2009 that has happened as the top flight in England replaced Spanish LaLiga clubs with the biggest representation on the list of 55 footballers.
Manchester City and Liverpool, both with seven players each from last season, dominated the nominees with the likes of Alisson Becker, Ederson, Trent Alexander-Arnold, Aymeric Laporte, Andrew Robertson and Kyle Walker among the defensive players.
City's Kevin De Bruyne and Bernardo Silva were the only representatives of the two clubs in midfield while Sergio Aguero, Roberto Firmino, Sadio Mane, Mohamed Salah and Raheem Sterling were among the attackers.
Elsewhere on the list, Tottenham and Manchester United were represented.
The 11 players who received most votes in their position earn a spot on the World 11 - which FIFPRO and FIFA will reveal on September 23rd during the Best Football Awards in the Scala in Milan.