The aim of this study was to determine the pooled estimate of Staphylococcus aureus and coagulase negative staphylococci and their antimicrobial-resistance in patients with wound infection. Literature searches were carried out in the electronic biomedical databases and indexing services such as PubMed/MEDLINE, EMBASE, Science Direct, Web of Science and Google Scholar. Original records of research articles, available online from 1988 to March 2020, addressing the rates and antimicrobial-resistance pattern of staphylococcus aureus (S. aureus) and coagulase negative staphylococci (CoNS) in patients with wound infection were identified and screened. Endnote citation manager software version X9 for windows was utilized to collect and organize search outcomes and for removal of duplicate articles. The relevant data were extracted from included studies using a format prepared in Microsoft Excel and exported to STATA 14.0 software for the outcome measures analyses and subgrouping. The electronic databases search yielded 378 studies, of which 39 met predefined inclusion criteria and included in the final analyses. The pooled estimate of wound infection was 36% [95% CI: 23-50%) for S. aureus and 12% [95% CI: 9-14%) for CoNS. S. aureus exhibited a higher rate of resistance to penicillin (84%), ampicillin (83%), amoxicillin (67%), methicillin (50%), cotrimoxazole (50%), tetracycline (61%), doxycycline (58%), chloramphenicol (49%) and erythromycin (45%). However, relative lower resistant rate was observed to Augmentin (amoxicillin-clavulanic acid) (35%), gentamicin (33%), norfloxacin (23%), ciprofloxacin (26%), ceftriaxone (36%), vancomycin (29%) and clindamycin (40%). Similarly, for CoNS there was high resistance to methicillin, 52% [95% CI: 26-78%]) and other antibiotics, but lower resistance to clindamycin, 15% [95% CI: 6-24]) and vancomycin, 22% [95% CI: 2-41%]). Ceftriaxone resistance was observed with prevalence of 36% [95% CI: 21-50%] for S. aureus and 42% [95% CI: 29-55%] for CoNS. There was high resistance of staphylococci bacterial species to commonly used antimicrobials in the clinical settings in Ethiopia. It is a high time to implement multitude strategies to contain the threat. Further research focusing on factors promoting resistance and the effect of resistance on treatment outcome studies on these virulent organisms are warranted.