There are things you can do, but not something I can tell you in print and that you could go do it.
You have to use a progressively finer abrasive (doing it in steps) and use one of several methods to work down to a very very fine polishing to finish it. I am reluctant to spell it out here because if you don't know what you are doing, you will make the problem worse.
I would say if it bothers you to look at it, the best remedy for you will be to call a good appliance store (one that ONLY sells appliances) and ask them for a referral to whoever they use when their appliances arrive or are installed damaged. They have resources for these things, I guarantee, if you call the good places.