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Automate tests for REST APIs

Tomorrow I'm going to a job interview and have some questions I would love to get answer for. At the job I will be responsible of the test plan and writing/execution of automated test for different REST APIs.

So I'm wondering if it's something specific I should think about when writing a test plan/automation test for APIs (even better if anyone have some examples)? The reason for this is that I have only worked with android/website automation(mostly GUI interaction) the last couple of years and it feels like API testing should be pretty straightforward, but I would like to be prepared for the interview.

I could pick my own language but think I'm going for python (a language they preferred).