Combine sugar, vinegar, kosher salt, and water in a large bowl and mix well until salt and sugar are well dissolved.
Add the radish and stir a few times and transfer to an airtight container or a glass jar. Keep in the refrigerator at least 2 hours before serving.
Refrigerate up to 2 weeks.