No. K-ETA is an electronic travel authorization, so once your application is approved, you do not need to print and carry a paper copy of your approval for airline check-in or immigration inspection in Korea.
However, it is a good idea to check that your K-ETA has been successfully approved before departure.
If you are planning a trip to Korea, apply for K-ETA before departure and make sure your approval status is confirmed.