In this study, leaching of rare earths Y,La and Ce by sulphuric acid from fine-grained zirconosilicate ore is investigated using Taguchi method of experimental design. An orthogonal array of L 8 ,2 7 which denotes 7 factors at 2 levels is chosen to consider the various factors relevant to the leaching process: baking time , baking temperature, acid dosage, leaching time, leaching temperature, grind size and dilution. Statistical analysis showed that sulphation baking is a significant step for the leaching of rare earths from the whole-of-ground ore leach and optimized leaching of rare earths involves the following condition: baking for 3 h at 320 °C at 3.2 g acid/g ore acid dosage followed by water leaching at 20°C for 1 h and dilution of 20 mL water/g ore using 300 um grind size. The effect of each leaching factor is also discussed.