The invention relates to a genetically engineered bacterium for producing gibberellin GA3 at high yield, a construction method and application. According to the present invention, by enhancing the gene expressing the nitrogen source regulatory factor AreA and the gene expressing the global regulatory factor Lae1 in the gibberella zeylanica, the positive regulation effect of the gibberella zeylanica on the related gene in the gibberellin anabolism path is enhanced, the transcriptional level of the related gene is improved, and the accumulation of gibberellin GA3 is improved. According to the recombinant gibberellin GA3 high-yield recombinant gibberellin GA3 provided by the invention, compared with wild gibberellin GA3, the transformed recombinant gibberellin GA3 has the advantages that the overall transcriptional level of a GA gene cluster is enhanced, the synthesis capability of a metabolic process is improved, the transcriptional inhibition of GA3 synthesis related genes is weakened, a carbon source substance and a nitrogen source substance can be better utilized for producing gibberellin GA3, and the yield of gibberellin GA3 is improved. The level of the transformed strain with the optimal performance for producing gibberellin GA3 through fermentation is improved from 2 g/L to 3.25 g/L compared with the original strain, the production capacity of gibberellin GA3 is remarkably improved, and the strain can be applied to large-scale production of gibberellin GA3.