Can I move into Penetration testing from Manual Testing?

Hi is can a Manual Tester become a Penetration Tester or is it only achievable for someone who has been a network engineer or network security engineer ? If yes then how is it possible ??What should a Manual Tester who is an amateur coder in Python and Java do to make a transition into Penetration Testing ?

Thanks