Per the NEC, yes. 250.118(4). Some local jurisdictions, however, explicitly forbid the use of conduit as the sole EGC. I seem to recall Chicago as being among them. Some specifications forbid it as well. I just wrote a Basis of Design document yesterday, and per the client's requirements the document calls for a separate wire to be run as an EGC.