The term "inherent bias" refers to the effect of underlying factors or assumptions that skew viewpoints a subject under discussion. There are multiple formal definitions of "inherent bias" which depend on the particular field of study.
In statistics, the term is used in relation to an inability to measure accuarately and directly what one would wish to measure, meaning that indirect measurements are used which might be subject to unknown distortions.