It is the snobbishness of the young to suppose that a theorem is trivial because the proof is trivial.
-- Henry Whitehead
I have been awestruck by the beauty of this quote.
What is in your opinion a good contender to exemplefy the meaning intended by Whitehead?
Off the top of my head I am thinking of Langrange's theorem in Group Theory, which is rather simple to prove but provides a very useful insight.
This is going to depend on the definitions of deep and trivial, but the following just might qualify:
Every map defined on some basis of a vector space admits a unique linear extension to the whole vector space. What's more, the map is injective/surjective/bijective if and only if it maps the basis to a linearly independent system/ spanning system/basis.
Indeed the proof writes itself straight from the basic definitions, yet the statemente is, in a sense, the essence of linear algebra.