Yes, if you can measure into the UV-B and C (100-250 nm), the carbonyl of ethyl acetate will absorb. You will need a quartz sample holder or something that does not absorb in this range like glass does.
However, lots of things absorb in this range, so if you have a complex mixture (like commercial liquor) I don't think it will be a good technique.