The filamentous fungus Rhizopus oryzae is one of the main industrial strains for the production of a series of important chemicals such as ethanol, lactic acid, and fumaric acid. However, the lack of efficient gene editing tools suitable for R. oryzae makes it difficult to apply technical methods such as metabolic engineering regulation and synthetic biology modification. A CRISPR‐Cas9 system suitable for efficient genome editing in R. oryzae was developed. Firstly, four endogenous U6 promoters of R. oryzae were identified and screened with the highest transcriptional activity for application to sgRNA transcription. It was then determined that the U6 promoter mediated CRISPR/Cas9 system has the ability to efficiently edit the genome of R. oryzae through NHEJ and HDR‐mediated events. Furthermore, the newly constructed CRISPR‐Cas9 dual sgRNAs system can simultaneously disrupt or insert different fragments of the R. oryzae genome. Finally, this CRISPR‐Cas9 system was applied to the genome editing of R. oryzae by knocking out pyruvate carboxylase gene (PYC) and pyruvate decarboxylase gene (pdcA) and knocking in phosphofructokinase (pfkB) from Escherichia coli and L‐lactate dehydrogenase (L‐LDH) from Heyndrickxia coagulans, which resulted in a substantial increase in L‐LA production. In summary, this study showed that the CRISPR/Cas9‐based genome editing tool is efficient for manipulating genes in R. oryzae.