Combine the vinegar, sugar, salt, pickling spice and 1 cup cool water in a medium saucepot. Bring to a simmer over medium-high heat.
Add the radishes, jalapenos and onion to the pot and stir to combine. Bring back to a simmer, then turn off the heat and allow to cool to room temperature. Transfer to a resealable container and store in the refrigerator.