In this paper, we classify static spherically symmetric (SS) perfect fluid space-times via conformal vector fields (CVFs) in the f(T) gravity. For this analysis, we first explore static SS solutions by solving the Einstein field equations (EFEs) in the f(T) gravity. Secondly, we implement a direct integration technique to classify the resulting solutions. During the classification, there arose twenty cases. Studying each case thoroughly, we come to know that in three cases, the space-times under consideration admit proper CVFs in the f(T) gravity. In one case, the space-time admits proper homothetic vector fields (HVFs) whereas, in the rest of the sixteen cases, either the space-times become conformally flat, or it admits Killing vector fields (KVFs).