Process for producing a magnesium alloy which comprises: reducing magnesium oxide with a carbonaceous substance at high temperatures; rapidly cooling the resultant reaction product in an inert atmosphere to obtain powder magnesium; mixing the reaction product with a powder metal to be alloyed therewith during or after the rapid cooling; and subjecting the mixture to heat treatment.