Qaleh Juq () is a village in Karasf Rural District of the Central District in Khodabandeh County, Zanjan province, Iran.
At the time of the 2006 National Census, the village's population was 506 in 115 households. The following census in 2011 counted 404 people in 117 households. The 2016 census measured the population of the village as 382 people in 121 households.