Kluyveromyces marxianus, a probiotic yeast, is important in industrial applications because it has a broad substrate spectrum, a rapid growth rate and high thermotolerance. To date, however, there has been little effort in its genetic engineering by the CRISPR/Cas9 system. Therefore, we aimed at establishing the CRISPR/Cas9 system in K. marxianus and creating stable haploid strains, which will make genome engineering simpler. First, we predicted the genome-wide target sites of CRISPR/Cas9 that have been conserved among the eight sequenced genomes of K. marxianus strains. Second, we established the CRISPR/Cas9 system in the K. marxianus 4G5 strain, which was selected for its high thermotolerance, rapid growth, a pH range of pH3-9, utilization of xylose, cellobiose and glycerol, and toxin tolerance, and we knocked out its MATα3 to prevent mating-type switching. Finally, we used K. marxianus MATα3 knockout diploid strains to obtain stable haploid strains with a growth rate comparable to that of the diploid 4G5 strain. In summary, we present the workflow from identifying conserved CRISPR/Cas9 targets in the genome to knock out the MATα3 genes in K. marxianus to obtain a stable haploid strain, which can facilitate genome engineering applications.