Aliyev began his career in Borysfen-2 Boryspil (a second team of FC Borysfen Boryspil) in Druha Liha A. It was a youth club that was participating on the professional level similar to FC Dynamo-3 Kyiv and Aliyev at that time was a minor (underage). In 2002, he joined Dynamo Kyiv where he was featured mostly in Dynamo-2 Kyiv in the Ukrainian First League. He was really successful in the Dynamo-2 so he was loaned of to Ukrainian Premier League side Metalurh Zaporizhya. With Zaporizhya, he managed to get to the Ukrainian Cup finals.