seven-year senior
Someone who it takes 7 years or more to finish their undergraduate degree, meaning they have been a senior for a long ass time. A seven-year senior in most cases has gone to college part time, full time, taken time off, etc.
Bob finally graduated after 10 years, wasn't he a seven-year senior?