One of the key questions they asked involved advanced date manipulation in SQL, such as calculating differences between dates, extracting specific parts (like week number or quarter), and handling edge cases like leap years or month-end boundaries using functions like DATEDIFF(), DATEADD(), FORMAT(), and DATE_TRUNC().