Headie One and Burna Boy were two of the most influential artists to release music in 2021, and this collaboration cemented that status. "Siberia" is a laid-back melody with icy visuals and stripped-back sounds. Lyrically, the song acts as a reflection of Headie's personal journey as he began to come to terms with the expectations of his fame.