No. PrePay customers do not pay a deposit. In fact, if you are currently on traditional postpaid billing, switching to the PrePay program puts your deposit money to work for you now!
Please see the PrePay Policy (Section 4.8.4 of the Service Rules & Regulations) for non-remote account deposit requirements.