This document reviews the biological treatment technologies for oily sludge, highlighting issues stemming from its complexity and toxicity due to hydrocarbons and other harmful substances produced during petroleum refining. Various methods such as bioreactor techniques, bioaugmentation, and biological flotation are discussed, detailing their mechanisms and efficiencies in degrading petroleum hydrocarbons. It concludes with recommendations for future research directions to enhance the effectiveness of biological methods for oily sludge remediation.