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Search for "entry level" rather than "graduate."

I still need to do an extensive search but this dons't sound like a key word that is used much.

It's used a lot more for the kind of job you're looking for than the keywords you were using.

The point is you want to use keywords that are okay with having zero experience and that are used in job postings.

Entry level fits both of those.