Storing Date & time Seperate

I’m using a date picker to select a date and then link to a new page that has available times. Using actions i noticed i don’t have the ability to choose “equal to” when using date/time. Is it common practice to store date and time in two separate columns in the the database? If so what would be the best data type to use for time. Thanks in adance.