This study aimed to determine six trace metal (Cu, Mn, Zn, Cd, Cr, and Pb) concentrations in three bovine tissues (kidney, liver and muscle) from Gondar City abattoir, Ethiopia, and assess associated health risks. Samples were digested with HNO3/HClO4, and metal concentrations were analyzed by Inductively Coupled Plasma Optical Emission Spectroscopy. Zn exhibited the highest concentration in muscle (52.1 mg/kg), whereas Cd was below the LOD (0.6 µg/kg) in all muscle samples. The levels of Cd, Cr, and Mn in liver and kidney tissues, as well as Zn in muscle, exceeded FAO/WHO safety thresholds. Principal component analysis revealed distinct metal accumulation patterns among the tissues where liver is the target organ for accumulation of Pb, Mn and Cu, while kidney appears to be the organ of preference for Cd and Cr accumulation. Zn had the highest chronic daily intake for both children and adults, followed by Cu. Hazard index values for both age groups were below one, indicating no non-carcinogenic risks. However, the incremental lifetime cancer risks and cumulative carcinogenic risks of Cr exceeded the tolerable limit for adults and children, indicating a high cancer likelihood from this trace metal. In contrast, the incremental lifetime cancer risks of Pb for both adults and children were within acceptable limits. In conclusion, cumulative carcinogenic risk values indicate that consuming muscle tissue poses health risks for both adults and children, highlighting the need for stricter cattle feed regulations in the study area to safeguard public health.