Educational qualifications that make a candidate ineligible for UPSC CSE include those who have not completed their Bachelor's degree from a recognized university. Additionally, candidates who are pursuing their final year of graduation and do not possess a degree are also ineligible. Certain disqualifications due to criminal records or disciplinary actions in educational institutions can apply. It is essential for candidates to ensure they meet the requisite educational criteria before applying for the examination.