Candidates must meet certain eligibility criteria to sit for the UPSC exam, which include age limits, educational qualifications, and nationality. Generally, candidates must hold a graduate degree from a recognized university and fall within the specified age range, which varies depending on their category (general, OBC, SC/ST) and the number of attempts allowed.