Doxorubicin (DXR), which is produced by Streptomyces peucetius, is an important anthracycline-type antibiotic used for the treatment of various cancers. However, due to the low DXR productivity of wild-type S. peucetius, it is difficult to produce DXR by one-step fermentation. In this study, a DXR-resistance screening method was developed to screen for DXR high-producing mutants. Then, S. peucetius SIPI-11 was treated several times with UV and ARTP (atmospheric and room temperature plasma) to induce mutations. Treated strains were screened by spreading on a DXR-containing plate, isolating a mutant (S. peucetius 33-24) with enhanced DXR yield (570 mg/L vs. 119 mg/L for the original strain). The components of the fermentation medium, including the carbon and nitrogen sources, were optimized to further enhance DXR yield (to 850 mg/L). The pH of the fermentation medium and culture temperature were also optimized for effective DXR production. Finally, DXR production by S. peucetius 33-24 was investigated in flask culture and a fermenter. The yield of DXR was as high as 1100 mg/L in a 5-L fermenter, which is the highest DXR productivity reported thus far, suggesting that S. peucetius 33-24 has the potential to produce DXR by direct fermentation.