In the US you can enroll in either a master's program or a PhD program after obtaining the bachelor degree. Both count as graduate programs. The PhD program then usually takes as long as getting a masters degree and then a PhD in Germany, for example. PhD programs in natural sciences in Germany take around 3 years (can be longer), but the PhD program in the US for bachelor graduates takes 5-6 years.