Cannot create membership for user when choosing price set

To reproduce, make sure you have a Price Set created.
To create a price set, go to Memberships > New Price Set.
After that, add at least one Price Set Field.

Make sure you have at least one Membership Organization / Type already setup.

Next, go to Memberships > New Membership.
For the "Membership Organization and Type" choose "Choose price set" and select your price set.

Upon trying to save, I get this error "Please select at least one option from price set."

The issue is similar to CRM-11040, which was closed.