Definitely gets easier. The bad leg burn lasted a couple of weeks for me, after which your legs just gradually get stronger.
To echo other responses, you definitely shouldn't have sore wrists. In fact, you shouldn't put enough weight on them to make them sore. Could be seat that's too high or bar that's too low.