Do employers get penalized for their employees going on unemployment?

Unemployment tax paid by employers is credited to a "reserve account". When former employees file claims, it gets charged against the account. If the account gets too low, the employers tax rate is increased. Some industries can count on high claims other do their best to keep them low.