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You should always interview prospective disc jockeys, just as you would any employee. Whatever you do, don't just hire someone sight unseen; you never know what you'll get. That may be fine for a box of chocolates, but not for your party, especially if it's corporate.
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Ask all your prospective disc jockeys for references. If they're professionals, they shouldn't mind. After all, you're hiring them as an employee, however short-term the contract. If a DJ won't give you any references, move on to the next possibility.