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Simple Summary: As a domestic animal living in the Qinghai-Tibet Plateau at high altitudes from 2000 to 5000 m, the growth rate of the yak is slow under extremely harsh natural environmental conditions, such as high altitude, low temperatures, and low oxygen. Compared with conventional selection, using molecular markers in breeding to improve yak growth traits is more efficient. Many studies have indicated that CNV mutations can significantly affect the phenotypic traits of livestock and poultry. This study explored the association between the growth traits and CNVs of SOX5 and SOX8 in 326 Ashidan yaks. Our results showed that CNVs and the CNV combination of SOX5 and SOX8 were significantly associated with withers height and chest girth (p < 0.05), suggesting these mutations could be new markers for the selection of yak growth traits. Copy number variation (CNV) is a structural variant with significant impact on genetic diversity. CNV has been widely used in breeding for growth traits, meat production or quality, and coat color. SRY-like box genes (SOXs) are a class of transcription factors that play a regulatory role in cell fate specification and differentiation. SOX5 and SOX8 belong to subgroups D and E of the SOXs, respectively. Previous studies have shown that SOX5 and SOX8 are essential in the development of bones. In this study, we explored the association between the growth traits and CNVs of SOX5 and SOX8 in 326 Ashidan yaks and detected mRNA expression levels in different tissues. Our results illustrated that CNVs of SOX5 and SOX8 were significantly associated with withers height at 18 months of age and chest girth at 30 months of age (p < 0.05). The CNV combination of SOX5 and SOX8 was significantly associated with withers height at 18 months of age (p < 0.01). SOX5 expression in the lung was significantly higher than in the heart, spleen, kidney, and muscle (p < 0.05). SOX8 expression in the lung was significantly higher than in the liver and muscle (p < 0.05). Our results provide evidence that the CNVs of SOX5 and SOX8 genes could be used as new markers for the selection of yak growth traits. [ABSTRACT FROM AUTHOR]