In flash memory, as the number of stored bits in a cell increases, the stored data becomes more vulnerable to error. To realize highly dense capacity of SSD, it should be overcome by applying powerful coding schemes that employ soft decision for decoding. But enabling it, quantization must be done in an efficient way. This paper proposes such a quantization method with a non-uniform, optimized configuration of levels.