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Yes, in the UK, the job title of Reader is considered equivalent to the job title of Associate Professor.
Yes, a job where you can read books all day is being a librarian.
A reader is an academic rank that is higher than a senior lecturer but lower than a professor. It is sometimes considered as a professor without a chair.