A fresh grad is expect to be able to solve ~medium problems.
Someone with ~2 years of experience is expected to be able to solve ~hard problems.
Someone with 10 or 20 years of experience is still only expected to be able to solve ~hard problems.
The standards for a more experienced candidate are of course higher for other attributes: Leadership skills, communication skills, etc.