Can you set the Prospector to mine while you go out and explore the asteroid, or does it require an active pilot in his seat?

When in the landed mining state you will be able to leave your laser going while you take care of other business, but your productivity will suffer for it. You will have to effectively manage your heat and power on the laser, otherwise your mining rate will slow or you could risk damaging your laser.