One of the major reasons for these trucks and the locomotives having electric motors, is that maximum torque is available from 0 rpm in an electric motor. A diesel or petrol engine will max torque further up it's power band. This means these large machines are much easier to get moving.
Note the transmission type is listed as "AC electric"