Given that the cucumber and watermelon release a lot of liquid, I recommend you make this salad as you are about to serve.
Alternatively, you can cut and store the watermelon in a separate sealed container.
Remove the seeds of the cucumber and prepare along side with all other ingredients and store cold without dressing.