The interview process brings out the best in a person. Like a first date, a person most commonly will put on their best front. Unfortunately, like a first date, what you see isn’t always what you get. Many colleges and universities offer interview coaching to assist students entering the workforce. Just because someone looks like a dream candidate from their resume and interview doesn’t mean they are a good fit for your company. Follow up on references. Ask former employers (and professors) whether the candidate was reliable. Unless they really stood out (calling in sick habitually, showing up late regularly, not making progress on company tasks), often this isn’t a subject references will think of. Also, trust instincts here. If something rubs you the wrong way or seems too good to be true, chances are, it is.