When I'm using 'grade' in a sentence, would it be capitalized?

I.e.

Jorge is in Grade 9?

PS I'm Canadian, so maybe no US grammar rules?

No. The only times you'd need to capitalize the G in "grade" are when it's the first word in a sentence and when it's part of a proper noun (the name of a place, maybe), such as Frank Johnson Grade School.