I need help finding companies that I can work for

Hey, I am a chemical engineer.

I know what cities I want to work in. It's my major goal overall, but I have trouble finding companies that are related to my specialty.

I know some drug and oil companies but that's about it.

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How do I expand my search? I want to start cold calling at this point.

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