[1] On 20 February 2017, it was announced that Guliyev had joined Russian Premier League club Anzhi Makhachkala on loan.

[2][3] He made his Russian Premier League debut for Anzhi against Spartak Moscow in Otkrytiye Arena on 12 March 2017.

[4] Guliyev scored his first goal for Anzhi in the Russian Premier League match against Arsenal Tula in a 3–2 home victory on 22 October 2017.

[8] Guliyev scored his first goal for Rostov in the Russian Premier League match against Yenisey in a 4–0 home victory on 19 August 2018.

[13] On 28 August 2023, Azerbaijan Premier League club Sabah announced the signing of Guliyev from Khimki on a three-year contract.