During his period in Moscow Fierlinger was very close to the leadership of the Czechoslovak Communist Party led by Klement Gottwald.
Under sin tid i Moskva stod han mycket nära ledningen för det tjeckoslovakiska kommunistpartiet som leddes av Klement Gottwald.