Do Linux system administration skills transfer across distributions?

If I learned Linux administration on a specific distribution, will those skills be applicable to any other distribution as well?

Do I have to re-learn everything from scratch each time I touch another distribution? If not, what can I expect to be the same and what can I expect to change?