From its structure, we can see that vanillin does not have a ketone functional group, but it has an aldehyde. It also has a phenol and ether functional group. For that reason, I wouldn't categorize...
A ketone. An aldehyde has a general formula finishing with COOH, whereas a Ketone only has a double bond between carbon and Oxygen towards the inside of the molecule (not the extremities)