Plasma etching process is a well-established front-end process in fabrication of semiconductor chips. This process has been widely used in micromachining of Microelectronic Mechanical Systems (MEMS) and etching via holes in three dimensional (3D) packaging process. However, the demand for wafer dicing technology in the back-end of semiconductor processing has increased. As such, the application of plasma etching technology in wafer dicing industry has been emphasized, and a lot of development resources were invested. In this paper, the key issue and challenge of plasma dicing in wafer cutting industry will be discussed, and the current status of plasma etching equipment and verification of preliminary process results will be presented.