Is result of train/test split the same on different machines with set random_state?

I want to reduce randomness when training models on different machines and I was wondering if setting param random_state in sklearn rain_test_split gives always the same results. Is it dependent on system or not?

So when ruining this code on computer 1, will I get exactly the same split on computer 2?

 X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.30, random_state=42)