A left-handed batsman and occasional right arm off break bowler, he made his debut for Rajshahi Division in 2003/04 and played through the 2006/07 season.

Siddique scored a half-century against India as part of a Bangladeshi record stand between him and Tamim Iqbal in 2010.

He was the leading run-scorer for Brothers Union in the 2017–18 Dhaka Premier Division Cricket League, with 542 runs in 13 matches.

[2] He was also the leading run-scorer for Rajshahi Division in the 2018–19 National Cricket League, with 404 runs in six matches.

[3] In October 2018, he was named in the squad for the Khulna Titans team, following the draft for the 2018–19 Bangladesh Premier League.