No, the nanny-state of California requires them for e-bikes. From the CVC:
24016.
(b) All of the following apply to a motorized bicycle described in
subdivision (b) of Section 406:
(1) No person shall operate a motorized bicycle unless the person
is wearing a properly fitted and fastened...