Moving the turntable away from the preamp solved the hum issue. There is no hum regardless of the rpm - it is dead quiet now. While shuffling the gear components around, I've placed a monoblock power amp onto the preamp. That made a preamp generate a different kind of hum. The bottom line, the preamp doesn't like any gear around, otherwise it picks an interference from a nearby component. It's best when it is positioned away from anything else, as far from turntable, a power supply or an amplifier as possible.