In every interview it's important to ask questions. This especially includes phone interviews.
Asking questions during any type of job interview makes you seem more intelligent and interested in the job. It also makes you more appealing to hiring managers—as long as you don't ask questions you could easily find the answers for with a Google search. If you ask the right questions, you also gain a strategic advantage. You can find out what the interviewer really cares about.