Abstract:[Background] The vertical distribution of bacterial communities impacts the formation and nutrient cycling of paddy soils, while the assembly and functional characteristics of bacterial communities in different soil genetic horizons remain unclear. [Objective] To explore the characteristics and functional differences of bacterial communities in different paddy soil genetic horizons and reveal the driving mechanism of bacterial community assembly in each horizon. [Methods] The reddish clayey paddy soil was excavated and profiled, and soil samples were collected from different soil genetic horizons. The bacteria in each horizon were analyzed by high-throughput sequencing. [Results] The α diversity of the bacterial community in the cultivated horizon (Ap1, 0−19 cm) was significantly higher than that in the other horizons. The β diversity analysis showed that the bacterial community structure was significantly different among different horizons. The relative abundance of Chloroflexi and Acidobacteriota decreased with the increase in soil depth, while that of GAL15 and Desulphurvibrio showed the opposite trend. As the soil horizon deepened, the relative abundance of Methylomirabilota and Nitrospirota first increased and then decreased, while that of Proteobacteria first decreased and then increased. Available phosphorus and soil organic matter significantly improved bacterial diversity in the soil, and soil organic matter, total potassium, and nitric nitrogen were the main environmental factors affecting the bacterial community assembly. The TaxFun2 analysis showed that there were significant differences in bacterial community functions among different soil horizons, with stronger metabolism in Ap1 (0−19 cm), Ap2 (20−30 cm), and BrC (95−112 cm) horizons and weaker metabolism in the Br horizon (31−94 cm). Surface soil and the soil close to the parent material had more unique bacterial taxa than other soil horizons. Both the bacteria taxa with high relative abundance and those with low relative abundance played a role in the bacterial network connectivity, and deterministic processes dominated the bacterial community assembly of the soil profile. [Conclusion] There are significant differences in the structure and function of bacterial communities of the reddish clayey paddy soil profile, and deterministic processes dominate the bacterial community assembly.